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ORCIDBibTeX records: Kian Hsiang Low
@article{DBLP:journals/ml/ZhangDL26,
author = {Ze Yu Zhang and
Bolin Ding and
Bryan Kian Hsiang Low},
title = {PC-MoE: memory-efficient and privacy-preserving collaborative training
for Mixture-of-Experts LLMs},
journal = {Mach. Learn.},
volume = {115},
number = {2},
pages = {31},
year = {2026},
url = {https://doi.org/10.1007/s10994-025-06901-2},
doi = {10.1007/S10994-025-06901-2},
timestamp = {Tue, 24 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ZhangDL26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/ZhangLLDL26,
author = {Ze Yu Zhang and
Zitao Li and
Yaliang Li and
Bolin Ding and
Bryan Kian Hsiang Low},
editor = {Vera Demberg and
Kentaro Inui and
Llu{\'{\i}}s Marquez},
title = {Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph
for Retrieval-Augmented Generation},
booktitle = {Proceedings of the 19th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2026 - Volume 1:
Long Papers, Rabat, Morocco, March 24-29, 2026},
pages = {2017--2054},
publisher = {Association for Computational Linguistics},
year = {2026},
url = {https://aclanthology.org/2026.eacl-long.90/},
timestamp = {Mon, 30 Mar 2026 17:02:29 +0200},
biburl = {https://dblp.org/rec/conf/eacl/ZhangLLDL26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2602-08351,
author = {Zhiliang Chen and
Alfred Wei Lun Leong and
Shao Yong Ong and
Apivich Hemachandra and
Gregory Kang Ruey Lau and
Chuan{-}Sheng Foo and
Zhengyuan Liu and
Nancy F. Chen and
Bryan Kian Hsiang Low},
title = {The Chicken and Egg Dilemma: Co-optimizing Data and Model Configurations
for LLMs},
journal = {CoRR},
volume = {abs/2602.08351},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.08351},
doi = {10.48550/ARXIV.2602.08351},
eprinttype = {arXiv},
eprint = {2602.08351},
timestamp = {Wed, 25 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-08351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2602-08920,
author = {Manh Cuong Dao and
Quang Hung Pham and
Phi Le Nguyen and
Truong Thao Nguyen and
Bryan Kian Hsiang Low and
Trong Nghia Hoang},
title = {Diffusion-Inspired Reconfiguration of Transformers for Uncertainty
Calibration},
journal = {CoRR},
volume = {abs/2602.08920},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.08920},
doi = {10.48550/ARXIV.2602.08920},
eprinttype = {arXiv},
eprint = {2602.08920},
timestamp = {Wed, 25 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-08920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2602-11623,
author = {Weida Li and
Yaoliang Yu and
Bryan Kian Hsiang Low},
title = {TreeGrad-Ranker: Feature Ranking via O(L)-Time Gradients for Decision
Trees},
journal = {CoRR},
volume = {abs/2602.11623},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.11623},
doi = {10.48550/ARXIV.2602.11623},
eprinttype = {arXiv},
eprint = {2602.11623},
timestamp = {Sun, 29 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-11623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2602-20102,
author = {Thanh Q. Tran and
Arun Verma and
Kiwan Wong and
Bryan Kian Hsiang Low and
Daniela Rus and
Wei Xiao},
title = {BarrierSteer: {LLM} Safety via Learning Barrier Steering},
journal = {CoRR},
volume = {abs/2602.20102},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.20102},
doi = {10.48550/ARXIV.2602.20102},
eprinttype = {arXiv},
eprint = {2602.20102},
timestamp = {Sun, 29 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-20102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2602-24195,
author = {Gregory Kang Ruey Lau and
Hieu Dao and
Nicole Kan Hui Lin and
Bryan Kian Hsiang Low},
title = {Uncertainty Quantification for Multimodal Large Language Models with
Incoherence-adjusted Semantic Volume},
journal = {CoRR},
volume = {abs/2602.24195},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.24195},
doi = {10.48550/ARXIV.2602.24195},
eprinttype = {arXiv},
eprint = {2602.24195},
timestamp = {Mon, 30 Mar 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-24195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-18016,
author = {Zhenwei Tang and
Arun Verma and
Zijian Zhou and
Zhaoxuan Wu and
Alok Prakash and
Daniela Rus and
Bryan Kian Hsiang Low},
title = {MineDraft: {A} Framework for Batch Parallel Speculative Decoding},
journal = {CoRR},
volume = {abs/2603.18016},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2603.18016},
doi = {10.48550/ARXIV.2603.18016},
eprinttype = {arXiv},
eprint = {2603.18016},
timestamp = {Mon, 13 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2603-18016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuWDLN25,
author = {Shouri Hu and
Haowei Wang and
Zhongxiang Dai and
Bryan Kian Hsiang Low and
Szu Hui Ng},
title = {Adjusted Expected Improvement for Cumulative Regret Minimization in
Noisy Bayesian Optimization},
journal = {J. Mach. Learn. Res.},
volume = {26},
pages = {46:1--46:33},
year = {2025},
url = {https://jmlr.org/papers/v26/22-0523.html},
timestamp = {Tue, 17 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/HuWDLN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangWLL25,
author = {Bingchen Wang and
Zhaoxuan Wu and
Fusheng Liu and
Bryan Kian Hsiang Low},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {Paid with Models: Optimal Contract Design for Collaborative Machine
Learning},
booktitle = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
Conference on Innovative Applications of Artificial Intelligence,
Fifteenth Symposium on Educational Advances in Artificial Intelligence,
{AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
pages = {14176--14183},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i13.33552},
doi = {10.1609/AAAI.V39I13.33552},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WangWLL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Lu0ZDFNL25,
author = {Xinyang Lu and
Jingtan Wang and
Zitong Zhao and
Zhongxiang Dai and
Chuan{-}Sheng Foo and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {{WASA:} WAtermark-based Source Attribution for Large Language Model-Generated
Data},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2025,
Vienna, Austria, July 27 - August 1, 2025},
series = {Findings of {ACL}},
pages = {23791--23824},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.findings-acl.1219/},
timestamp = {Tue, 27 Jan 2026 20:27:02 +0100},
biburl = {https://dblp.org/rec/conf/acl/Lu0ZDFNL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WuZVPRL25,
author = {Zhaoxuan Wu and
Zijian Zhou and
Arun Verma and
Alok Prakash and
Daniela Rus and
Bryan Kian Hsiang Low},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {{TETRIS:} Optimal Draft Token Selection for Batch Speculative Decoding},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
pages = {33329--33345},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.acl-long.1598/},
timestamp = {Wed, 19 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/WuZVPRL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/VermaWZLCSQWBNHLKZXHNL25,
author = {Arun Verma and
Zhaoxuan Wu and
Zijian Zhou and
Xiaoqiang Lin and
Zhiliang Chen and
Rachael Hwee Ling Sim and
Rui Qiao and
Jingtan Wang and
Nhung Bui and
Xinyuan Niu and
Wenyang Hu and
Gregory Kang Ruey Lau and
Zi{-}Yu Khoo and
Zitong Zhao and
Xinyi Xu and
Apivich Hemachandra and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
editor = {Christos Christodoulopoulos and
Tanmoy Chakraborty and
Carolyn Rose and
Violet Peng},
title = {Uncovering Scaling Laws for Large Language Models via Inverse Problems},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2025, Suzhou, China, November 4-9, 2025},
pages = {25197--25211},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.findings-emnlp.1373/},
timestamp = {Thu, 19 Feb 2026 17:28:40 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/VermaWZLCSQWBNHLKZXHNL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuLLCNL25,
author = {Wenyang Hu and
Gregory Kang Ruey Lau and
Diwen Liu and
Jizhuo Chen and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
editor = {Christos Christodoulopoulos and
Tanmoy Chakraborty and
Carolyn Rose and
Violet Peng},
title = {Dipper: Diversity in Prompts for Producing Large Language Model Ensembles
in Reasoning Tasks},
booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2025, Suzhou, China, November 4-9, 2025},
pages = {35558--35572},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.emnlp-main.1801},
doi = {10.18653/V1/2025.EMNLP-MAIN.1801},
timestamp = {Mon, 02 Feb 2026 09:39:37 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/HuLLCNL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0006W0KL25,
author = {Rui Qiao and
Zhaoxuan Wu and
Jingtan Wang and
Pang Wei Koh and
Bryan Kian Hsiang Low},
title = {Group-robust Sample Reweighting for Subpopulation Shifts via Influence
Functions},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=aQj9Ifxrl6},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0006W0KL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Chen0FL25,
author = {Zhiliang Chen and
Xinyuan Niu and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
title = {Broaden your SCOPE! Efficient Multi-turn Conversation Planning for
LLMs with Semantic Space},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=3cgMU3TyyE},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Chen0FL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HemachandraLNL25,
author = {Apivich Hemachandra and
Gregory Kang Ruey Lau and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {{PIED:} Physics-Informed Experimental Design for Inverse Problems},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=w7P92BEsb2},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HemachandraLNL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LinXNL25,
author = {Xiaoqiang Lin and
Xinyi Xu and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {Efficient Top-m Data Values Identification for Data Selection},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=lOfuvmi2HT},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LinXNL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/VermaDLJL25,
author = {Arun Verma and
Zhongxiang Dai and
Xiaoqiang Lin and
Patrick Jaillet and
Bryan Kian Hsiang Low},
title = {Neural Dueling Bandits: Preference-Based Optimization with Human Feedback},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=VELhv9BBfn},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/VermaDLJL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001L0KFL25,
author = {Jingtan Wang and
Xiaoqiang Lin and
Rui Qiao and
Pang Wei Koh and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Aarti Singh and
Maryam Fazel and
Daniel Hsu and
Simon Lacoste{-}Julien and
Felix Berkenkamp and
Tegan Maharaj and
Kiri Wagstaff and
Jerry Zhu},
title = {{NICE} Data Selection for Instruction Tuning in LLMs with Non-differentiable
Evaluation Metric},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
series = {Proceedings of Machine Learning Research},
publisher = {{PMLR} / OpenReview.net},
year = {2025},
url = {https://proceedings.mlr.press/v267/wang25bm.html},
timestamp = {Wed, 04 Feb 2026 16:54:16 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001L0KFL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChewNL25,
author = {Wan Theng Ruth Chew and
Quoc Phong Nguyen and
Bryan Kian Hsiang Low},
editor = {Aarti Singh and
Maryam Fazel and
Daniel Hsu and
Simon Lacoste{-}Julien and
Felix Berkenkamp and
Tegan Maharaj and
Kiri Wagstaff and
Jerry Zhu},
title = {{BILBO:} BILevel Bayesian Optimization},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
series = {Proceedings of Machine Learning Research},
publisher = {{PMLR} / OpenReview.net},
year = {2025},
url = {https://proceedings.mlr.press/v267/chew25a.html},
timestamp = {Wed, 04 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChewNL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShuHNLY25,
author = {Yao Shu and
Wenyang Hu and
See{-}Kiong Ng and
Bryan Kian Hsiang Low and
Fei Richard Yu},
editor = {Aarti Singh and
Maryam Fazel and
Daniel Hsu and
Simon Lacoste{-}Julien and
Felix Berkenkamp and
Tegan Maharaj and
Kiri Wagstaff and
Jerry Zhu},
title = {Ferret: Federated Full-Parameter Tuning at Scale for Large Language
Models},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
series = {Proceedings of Machine Learning Research},
publisher = {{PMLR} / OpenReview.net},
year = {2025},
url = {https://proceedings.mlr.press/v267/shu25a.html},
timestamp = {Wed, 04 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShuHNLY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifaamas/PhamSNNL25,
author = {Kieu Thao Nguyen Pham and
Rachael Hwee Ling Sim and
Quoc Phong Nguyen and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
editor = {Sanmay Das and
Ann Now{\'{e}} and
Yevgeniy Vorobeychik},
title = {{DUPRE:} Data Utility Prediction for Efficient Data Valuation},
booktitle = {Proceedings of the 24th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2025, Detroit, MI, USA, May 19-23,
2025},
pages = {1557--1565},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2025},
url = {https://dl.acm.org/doi/10.5555/3709347.3743790},
doi = {10.5555/3709347.3743790},
timestamp = {Tue, 29 Jul 2025 14:24:35 +0200},
biburl = {https://dblp.org/rec/conf/ifaamas/PhamSNNL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-00270,
author = {Zhiliang Chen and
Gregory Kang Ruey Lau and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
title = {{DUET:} Optimizing Training Data Mixtures via Feedback from Unseen
Evaluation Tasks},
journal = {CoRR},
volume = {abs/2502.00270},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.00270},
doi = {10.48550/ARXIV.2502.00270},
eprinttype = {arXiv},
eprint = {2502.00270},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-00270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-02121,
author = {Wan Theng Ruth Chew and
Quoc Phong Nguyen and
Bryan Kian Hsiang Low},
title = {{BILBO:} BILevel Bayesian Optimization},
journal = {CoRR},
volume = {abs/2502.02121},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.02121},
doi = {10.48550/ARXIV.2502.02121},
eprinttype = {arXiv},
eprint = {2502.02121},
timestamp = {Mon, 10 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-02121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-15197,
author = {Zhaoxuan Wu and
Zijian Zhou and
Arun Verma and
Alok Prakash and
Daniela Rus and
Bryan Kian Hsiang Low},
title = {{TETRIS:} Optimal Draft Token Selection for Batch Speculative Decoding},
journal = {CoRR},
volume = {abs/2502.15197},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.15197},
doi = {10.48550/ARXIV.2502.15197},
eprinttype = {arXiv},
eprint = {2502.15197},
timestamp = {Wed, 19 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-15197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-16152,
author = {Kieu Thao Nguyen Pham and
Rachael Hwee Ling Sim and
Quoc Phong Nguyen and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {{DUPRE:} Data Utility Prediction for Efficient Data Valuation},
journal = {CoRR},
volume = {abs/2502.16152},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.16152},
doi = {10.48550/ARXIV.2502.16152},
eprinttype = {arXiv},
eprint = {2502.16152},
timestamp = {Thu, 20 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-16152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-07070,
author = {Apivich Hemachandra and
Gregory Kang Ruey Lau and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {{PIED:} Physics-Informed Experimental Design for Inverse Problems},
journal = {CoRR},
volume = {abs/2503.07070},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.07070},
doi = {10.48550/ARXIV.2503.07070},
eprinttype = {arXiv},
eprint = {2503.07070},
timestamp = {Fri, 11 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-07070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-07315,
author = {Rui Qiao and
Zhaoxuan Wu and
Jingtan Wang and
Pang Wei Koh and
Bryan Kian Hsiang Low},
title = {Group-robust Sample Reweighting for Subpopulation Shifts via Influence
Functions},
journal = {CoRR},
volume = {abs/2503.07315},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.07315},
doi = {10.48550/ARXIV.2503.07315},
eprinttype = {arXiv},
eprint = {2503.07315},
timestamp = {Fri, 25 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-07315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-11586,
author = {Zhiliang Chen and
Xinyuan Niu and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
title = {Broaden your SCOPE! Efficient Multi-turn Conversation Planning for
LLMs using Semantic Space},
journal = {CoRR},
volume = {abs/2503.11586},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.11586},
doi = {10.48550/ARXIV.2503.11586},
eprinttype = {arXiv},
eprint = {2503.11586},
timestamp = {Sun, 13 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-11586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-12016,
author = {Arun Verma and
Xiaoqiang Lin and
Zhongxiang Dai and
Daniela Rus and
Bryan Kian Hsiang Low},
title = {Active Human Feedback Collection via Neural Contextual Dueling Bandits},
journal = {CoRR},
volume = {abs/2504.12016},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.12016},
doi = {10.48550/ARXIV.2504.12016},
eprinttype = {arXiv},
eprint = {2504.12016},
timestamp = {Thu, 22 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-12016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-20595,
author = {Rulin Shao and
Rui Qiao and
Varsha Kishore and
Niklas Muennighoff and
Xi Victoria Lin and
Daniela Rus and
Bryan Kian Hsiang Low and
Sewon Min and
Wen{-}tau Yih and
Pang Wei Koh and
Luke Zettlemoyer},
title = {ReasonIR: Training Retrievers for Reasoning Tasks},
journal = {CoRR},
volume = {abs/2504.20595},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.20595},
doi = {10.48550/ARXIV.2504.20595},
eprinttype = {arXiv},
eprint = {2504.20595},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-20595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-05064,
author = {Xinyang Lu and
Xinyuan Niu and
Gregory Kang Ruey Lau and
Bui Thi Cam Nhung and
Rachael Hwee Ling Sim and
Fanyu Wen and
Chuan{-}Sheng Foo and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {WaterDrum: Watermarking for Data-centric Unlearning Metric},
journal = {CoRR},
volume = {abs/2505.05064},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.05064},
doi = {10.48550/ARXIV.2505.05064},
eprinttype = {arXiv},
eprint = {2505.05064},
timestamp = {Fri, 20 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-05064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-19241,
author = {Xiaoqiang Lin and
Arun Verma and
Zhongxiang Dai and
Daniela Rus and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {ActiveDPO: Active Direct Preference Optimization for Sample-Efficient
Alignment},
journal = {CoRR},
volume = {abs/2505.19241},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.19241},
doi = {10.48550/ARXIV.2505.19241},
eprinttype = {arXiv},
eprint = {2505.19241},
timestamp = {Thu, 26 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-19241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-23720,
author = {Arun Verma and
Indrajit Saha and
Makoto Yokoo and
Bryan Kian Hsiang Low},
title = {{COBRA:} Contextual Bandit Algorithm for Ensuring Truthful Strategic
Agents},
journal = {CoRR},
volume = {abs/2505.23720},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.23720},
doi = {10.48550/ARXIV.2505.23720},
eprinttype = {arXiv},
eprint = {2505.23720},
timestamp = {Sun, 29 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-23720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-02965,
author = {Ze Yu Zhang and
Bolin Ding and
Bryan Kian Hsiang Low},
title = {PC-MoE: Memory-Efficient and Privacy-Preserving Collaborative Training
for Mixture-of-Experts LLMs},
journal = {CoRR},
volume = {abs/2506.02965},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.02965},
doi = {10.48550/ARXIV.2506.02965},
eprinttype = {arXiv},
eprint = {2506.02965},
timestamp = {Sun, 06 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-02965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-05939,
author = {Ze Yu Zhang and
Zitao Li and
Yaliang Li and
Bolin Ding and
Bryan Kian Hsiang Low},
title = {Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graphs
for Retrieval-Augmented Generation},
journal = {CoRR},
volume = {abs/2506.05939},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.05939},
doi = {10.48550/ARXIV.2506.05939},
eprinttype = {arXiv},
eprint = {2506.05939},
timestamp = {Mon, 07 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-05939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-15841,
author = {Zijian Zhou and
Ao Qu and
Zhaoxuan Wu and
Sunghwan Kim and
Alok Prakash and
Daniela Rus and
Jinhua Zhao and
Bryan Kian Hsiang Low and
Paul Pu Liang},
title = {{MEM1:} Learning to Synergize Memory and Reasoning for Efficient Long-Horizon
Agents},
journal = {CoRR},
volume = {abs/2506.15841},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.15841},
doi = {10.48550/ARXIV.2506.15841},
eprinttype = {arXiv},
eprint = {2506.15841},
timestamp = {Mon, 16 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-15841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-01092,
author = {Xiaoqiang Lin and
Aritra Ghosh and
Bryan Kian Hsiang Low and
Anshumali Shrivastava and
Vijai Mohan},
title = {{REFRAG:} Rethinking {RAG} based Decoding},
journal = {CoRR},
volume = {abs/2509.01092},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.01092},
doi = {10.48550/ARXIV.2509.01092},
eprinttype = {arXiv},
eprint = {2509.01092},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-01092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-07909,
author = {Arun Verma and
Zhaoxuan Wu and
Zijian Zhou and
Xiaoqiang Lin and
Zhiliang Chen and
Rachael Hwee Ling Sim and
Rui Qiao and
Jingtan Wang and
Nhung Bui and
Xinyuan Niu and
Wenyang Hu and
Gregory Kang Ruey Lau and
Zi{-}Yu Khoo and
Zitong Zhao and
Xinyi Xu and
Apivich Hemachandra and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {Uncovering Scaling Laws for Large Language Models via Inverse Problems},
journal = {CoRR},
volume = {abs/2509.07909},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.07909},
doi = {10.48550/ARXIV.2509.07909},
eprinttype = {arXiv},
eprint = {2509.07909},
timestamp = {Wed, 19 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-07909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-11311,
author = {Bingchen Wang and
Zi{-}Yu Khoo and
Bryan Kian Hsiang Low},
title = {Prompts to Proxies: Emulating Human Preferences via a Compact {LLM}
Ensemble},
journal = {CoRR},
volume = {abs/2509.11311},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.11311},
doi = {10.48550/ARXIV.2509.11311},
eprinttype = {arXiv},
eprint = {2509.11311},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-11311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-09240,
author = {Jiangwei Chen and
Kieu Thao Nguyen Pham and
Rachael Hwee Ling Sim and
Arun Verma and
Zhaoxuan Wu and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
title = {Incentivizing Time-Aware Fairness in Data Sharing},
journal = {CoRR},
volume = {abs/2510.09240},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.09240},
doi = {10.48550/ARXIV.2510.09240},
eprinttype = {arXiv},
eprint = {2510.09240},
timestamp = {Tue, 11 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-09240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RajpalTZL24,
author = {Mohit Rajpal and
Lac Gia Tran and
Yehong Zhang and
Bryan Kian Hsiang Low},
title = {Dependency Structure Search Bayesian Optimization for Decision Making
Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=U6bA2lhwVV},
timestamp = {Mon, 16 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RajpalTZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuL24c,
author = {Zhuanghua Liu and
Bryan Kian Hsiang Low},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Decentralized Sum-of-Nonconvex Optimization},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {14088--14096},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29318},
doi = {10.1609/AAAI.V38I13.29318},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiuL24c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuLL24,
author = {Zhuanghua Liu and
Luo Luo and
Bryan Kian Hsiang Low},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Incremental Quasi-Newton Methods with Faster Superlinear Convergence
Rates},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {14097--14105},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29319},
doi = {10.1609/AAAI.V38I13.29319},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TianSFL24,
author = {Xiao Tian and
Rachael Hwee Ling Sim and
Jue Fan and
Bryan Kian Hsiang Low},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {DeRDaVa: Deletion-Robust Data Valuation for Machine Learning},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {15373--15381},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i14.29462},
doi = {10.1609/AAAI.V38I14.29462},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TianSFL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XuW0VSWNHCZLDAS24,
author = {Xinyi Xu and
Zhaoxuan Wu and
Rui Qiao and
Arun Verma and
Yao Shu and
Jingtan Wang and
Xinyuan Niu and
Zhenfeng He and
Jiangwei Chen and
Zijian Zhou and
Gregory Kang Ruey Lau and
Hieu Dao and
Lucas Agussurja and
Rachael Hwee Ling Sim and
Xiaoqiang Lin and
Wenyang Hu and
Zhongxiang Dai and
Pang Wei Koh and
Bryan Kian Hsiang Low},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {Position Paper: Data-Centric {AI} in the Age of Large Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2024, Miami, Florida, USA, November 12-16, 2024},
series = {Findings of {ACL}},
pages = {11895--11913},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-emnlp.695},
doi = {10.18653/V1/2024.FINDINGS-EMNLP.695},
timestamp = {Tue, 27 Jan 2026 20:26:47 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/XuW0VSWNHCZLDAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LauNDCFL24,
author = {Gregory Kang Ruey Lau and
Xinyuan Niu and
Hieu Dao and
Jiangwei Chen and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Yaser Al{-}Onaizan and
Mohit Bansal and
Yun{-}Nung Chen},
title = {Waterfall: Scalable Framework for Robust Text Watermarking and Provenance
for LLMs},
booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
2024},
pages = {20432--20466},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.emnlp-main.1138},
doi = {10.18653/V1/2024.EMNLP-MAIN.1138},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LauNDCFL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0006L24,
author = {Rui Qiao and
Bryan Kian Hsiang Low},
title = {Understanding Domain Generalization: {A} Noise Robustness Perspective},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=I2mIxuXA72},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0006L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HeSDL24,
author = {Zhenfeng He and
Yao Shu and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
title = {Robustifying and Boosting Training-Free Neural Architecture Search},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=qPloNoDJZn},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HeSDL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LauHNL24,
author = {Gregory Kang Ruey Lau and
Apivich Hemachandra and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {{PINNACLE:} {PINN} Adaptive ColLocation and Experimental points selection},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=GzNaCp6Vcg},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LauHNL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NguyenCSLJ24,
author = {Quoc Phong Nguyen and
Wan Theng Ruth Chew and
Le Song and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Optimistic Bayesian Optimization with Unknown Constraints},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=D4NJFfrqoq},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/NguyenCSLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NguyenLJ24,
author = {Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Meta-VBO: Utilizing Prior Tasks in Optimizing Risk Measures with Gaussian
Processes},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=ElykcDu5YK},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/NguyenLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TayFULL24,
author = {Sebastian Shenghong Tay and
Chuan{-}Sheng Foo and
Daisuke Urano and
Richalynn Leong and
Bryan Kian Hsiang Low},
title = {A Unified Framework for Bayesian Optimization under Contextual Uncertainty},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=oMNkj4ER7V},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TayFULL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuARL24,
author = {Zhaoxuan Wu and
Mohammad Mohammadi Amiri and
Ramesh Raskar and
Bryan Kian Hsiang Low},
title = {Incentive-Aware Federated Learning with Training-Time Model Rewards},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=FlY7WQ2hWS},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuARL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenFL24,
author = {Zhiliang Chen and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {Towards AutoAI: Optimizing a Machine Learning System with Black-box
and Differentiable Components},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {6699--6727},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/chen24m.html},
timestamp = {Mon, 09 Feb 2026 15:35:36 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenFL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinWDHSNJL24,
author = {Xiaoqiang Lin and
Zhaoxuan Wu and
Zhongxiang Dai and
Wenyang Hu and
Yao Shu and
See{-}Kiong Ng and
Patrick Jaillet and
Bryan Kian Hsiang Low},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {Use Your {INSTINCT:} INSTruction optimization for LLMs usIng Neural
bandits Coupled with Transformers},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {30317--30345},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/lin24r.html},
timestamp = {Mon, 09 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LinWDHSNJL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinXWNL24,
author = {Xiaoqiang Lin and
Xinyi Xu and
Zhaoxuan Wu and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {Distributionally Robust Data Valuation},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {30362--30391},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/lin24t.html},
timestamp = {Mon, 09 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LinXWNL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuCLL24,
author = {Zhuanghua Liu and
Cheng Chen and
Luo Luo and
Bryan Kian Hsiang Low},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic
Optimization},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {30842--30872},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/liu24j.html},
timestamp = {Mon, 09 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuCLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimFTJL24,
author = {Rachael Hwee Ling Sim and
Jue Fan and
Xiao Tian and
Patrick Jaillet and
Bryan Kian Hsiang Low},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {Deletion-Anticipative Data Selection with a Limited Budget},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {45468--45507},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/sim24a.html},
timestamp = {Mon, 09 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SimFTJL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangL0FL24,
author = {Jingtan Wang and
Xiaoqiang Lin and
Rui Qiao and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for
Explaining Language Model Predictions},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {50960--50991},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/wang24aq.html},
timestamp = {Mon, 09 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangL0FL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuSYWLDNL24,
author = {Wenyang Hu and
Yao Shu and
Zongmin Yu and
Zhaoxuan Wu and
Xiaoqiang Lin and
Zhongxiang Dai and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Localized Zeroth-Order Prompt Optimization},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/9cef1316eaef9bd99da46f63334dc031-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuSYWLDNL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuLL24,
author = {Zhuanghua Liu and
Luo Luo and
Bryan Kian Hsiang Low},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Gradient-Free Methods for Nonconvex Nonsmooth Stochastic Compositional
Optimization},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/50be7e77b9c883144940be925b608acc-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Nguyen0VLJ24,
author = {Quoc Phong Nguyen and
Sunil Gupta and
Svetha Venkatesh and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Active Set Ordering},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/c4546b4f9e1a44ed15c253dd43307dd5-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Nguyen0VLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuLDHSNJL24,
author = {Zhaoxuan Wu and
Xiaoqiang Lin and
Zhongxiang Dai and
Wenyang Hu and
Yao Shu and
See{-}Kiong Ng and
Patrick Jaillet and
Bryan Kian Hsiang Low},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Prompt Optimization with EASE? Efficient Ordering-aware Automated
Selection of Exemplars},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/dd8e7dae18cecd7c9137840161e1bf62-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuLDHSNJL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuWFLF24,
author = {Xinyi Xu and
Shuaiqi Wang and
Chuan Sheng Foo and
Bryan Kian Hsiang Low and
Giulia Fanti},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Data Distribution Valuation},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/04b98fd38bd42810d0764cb6c46d10d8-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuWFLF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouLXPRL24,
author = {Zijian Zhou and
Xiaoqiang Lin and
Xinyi Xu and
Alok Prakash and
Daniela Rus and
Bryan Kian Hsiang Low},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {{DETAIL:} Task DEmonsTration Attribution for Interpretable In-context
Learning},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/2ceda49041816da6d5a34eb3b612607f-Abstract-Conference.html},
timestamp = {Wed, 19 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouLXPRL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14846,
author = {Rui Qiao and
Bryan Kian Hsiang Low},
title = {Understanding Domain Generalization: {A} Noise Robustness Perspective},
journal = {CoRR},
volume = {abs/2401.14846},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14846},
doi = {10.48550/ARXIV.2401.14846},
eprinttype = {arXiv},
eprint = {2401.14846},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02356,
author = {Zhuanghua Liu and
Bryan Kian Hsiang Low},
title = {Decentralized Sum-of-Nonconvex Optimization},
journal = {CoRR},
volume = {abs/2402.02356},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02356},
doi = {10.48550/ARXIV.2402.02356},
eprinttype = {arXiv},
eprint = {2402.02356},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02359,
author = {Zhuanghua Liu and
Luo Luo and
Bryan Kian Hsiang Low},
title = {Incremental Quasi-Newton Methods with Faster Superlinear Convergence
Rates},
journal = {CoRR},
volume = {abs/2402.02359},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02359},
doi = {10.48550/ARXIV.2402.02359},
eprinttype = {arXiv},
eprint = {2402.02359},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02993,
author = {Wenyang Hu and
Yao Shu and
Zongmin Yu and
Zhaoxuan Wu and
Xiangqiang Lin and
Zhongxiang Dai and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {Localized Zeroth-Order Prompt Optimization},
journal = {CoRR},
volume = {abs/2403.02993},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02993},
doi = {10.48550/ARXIV.2403.02993},
eprinttype = {arXiv},
eprint = {2403.02993},
timestamp = {Sun, 02 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07591,
author = {Zhenfeng He and
Yao Shu and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
title = {Robustifying and Boosting Training-Free Neural Architecture Search},
journal = {CoRR},
volume = {abs/2403.07591},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07591},
doi = {10.48550/ARXIV.2403.07591},
eprinttype = {arXiv},
eprint = {2403.07591},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01676,
author = {Rachael Hwee Ling Sim and
Yehong Zhang and
Trong Nghia Hoang and
Xinyi Xu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Incentives in Private Collaborative Machine Learning},
journal = {CoRR},
volume = {abs/2404.01676},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01676},
doi = {10.48550/ARXIV.2404.01676},
eprinttype = {arXiv},
eprint = {2404.01676},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-07662,
author = {Gregory Kang Ruey Lau and
Apivich Hemachandra and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {{PINNACLE:} {PINN} Adaptive ColLocation and Experimental points selection},
journal = {CoRR},
volume = {abs/2404.07662},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.07662},
doi = {10.48550/ARXIV.2404.07662},
eprinttype = {arXiv},
eprint = {2404.07662},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-07662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14899,
author = {Zijian Zhou and
Xiaoqiang Lin and
Xinyi Xu and
Alok Prakash and
Daniela Rus and
Bryan Kian Hsiang Low},
title = {{DETAIL:} Task DEmonsTration Attribution for Interpretable In-context
Learning},
journal = {CoRR},
volume = {abs/2405.14899},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14899},
doi = {10.48550/ARXIV.2405.14899},
eprinttype = {arXiv},
eprint = {2405.14899},
timestamp = {Wed, 19 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16122,
author = {Zhaoxuan Wu and
Xiaoqiang Lin and
Zhongxiang Dai and
Wenyang Hu and
Yao Shu and
See{-}Kiong Ng and
Patrick Jaillet and
Bryan Kian Hsiang Low},
title = {Prompt Optimization with EASE? Efficient Ordering-aware Automated
Selection of Exemplars},
journal = {CoRR},
volume = {abs/2405.16122},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16122},
doi = {10.48550/ARXIV.2405.16122},
eprinttype = {arXiv},
eprint = {2405.16122},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17346,
author = {Xiaoqiang Lin and
Zhongxiang Dai and
Arun Verma and
See{-}Kiong Ng and
Patrick Jaillet and
Bryan Kian Hsiang Low},
title = {Prompt Optimization with Human Feedback},
journal = {CoRR},
volume = {abs/2405.17346},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17346},
doi = {10.48550/ARXIV.2405.17346},
eprinttype = {arXiv},
eprint = {2405.17346},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-04606,
author = {Jingtan Wang and
Xiaoqiang Lin and
Rui Qiao and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
title = {Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for
Explaining Language Model Predictions},
journal = {CoRR},
volume = {abs/2406.04606},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.04606},
doi = {10.48550/ARXIV.2406.04606},
eprinttype = {arXiv},
eprint = {2406.04606},
timestamp = {Fri, 25 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-04606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14473,
author = {Xinyi Xu and
Zhaoxuan Wu and
Rui Qiao and
Arun Verma and
Yao Shu and
Jingtan Wang and
Xinyuan Niu and
Zhenfeng He and
Jiangwei Chen and
Zijian Zhou and
Gregory Kang Ruey Lau and
Hieu Dao and
Lucas Agussurja and
Rachael Hwee Ling Sim and
Xiaoqiang Lin and
Wenyang Hu and
Zhongxiang Dai and
Pang Wei Koh and
Bryan Kian Hsiang Low},
title = {Data-Centric {AI} in the Age of Large Language Models},
journal = {CoRR},
volume = {abs/2406.14473},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14473},
doi = {10.48550/ARXIV.2406.14473},
eprinttype = {arXiv},
eprint = {2406.14473},
timestamp = {Wed, 19 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14507,
author = {Nhung Bui and
Xinyang Lu and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {On Newton's Method to Unlearn Neural Networks},
journal = {CoRR},
volume = {abs/2406.14507},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14507},
doi = {10.48550/ARXIV.2406.14507},
eprinttype = {arXiv},
eprint = {2406.14507},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-04411,
author = {Gregory Kang Ruey Lau and
Xinyuan Niu and
Hieu Dao and
Jiangwei Chen and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
title = {Waterfall: Framework for Robust and Scalable Text Watermarking},
journal = {CoRR},
volume = {abs/2407.04411},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.04411},
doi = {10.48550/ARXIV.2407.04411},
eprinttype = {arXiv},
eprint = {2407.04411},
timestamp = {Fri, 23 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-04411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-04981,
author = {Cheng Wang and
Xinyang Lu and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {{TRACE:} TRansformer-based Attribution using Contrastive Embeddings
in LLMs},
journal = {CoRR},
volume = {abs/2407.04981},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.04981},
doi = {10.48550/ARXIV.2407.04981},
eprinttype = {arXiv},
eprint = {2407.04981},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-04981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-14845,
author = {Ze Yu Zhang and
Arun Verma and
Finale Doshi{-}Velez and
Bryan Kian Hsiang Low},
title = {Understanding the Relationship between Prompts and Response Uncertainty
in Large Language Models},
journal = {CoRR},
volume = {abs/2407.14845},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.14845},
doi = {10.48550/ARXIV.2407.14845},
eprinttype = {arXiv},
eprint = {2407.14845},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-14845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-17112,
author = {Arun Verma and
Zhongxiang Dai and
Xiaoqiang Lin and
Patrick Jaillet and
Bryan Kian Hsiang Low},
title = {Neural Dueling Bandits},
journal = {CoRR},
volume = {abs/2407.17112},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.17112},
doi = {10.48550/ARXIV.2407.17112},
eprinttype = {arXiv},
eprint = {2407.17112},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-17112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-05976,
author = {Lucas Agussurja and
Xinyang Lu and
Bryan Kian Hsiang Low},
title = {Global-to-Local Support Spectrums for Language Model Explainability},
journal = {CoRR},
volume = {abs/2408.05976},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.05976},
doi = {10.48550/ARXIV.2408.05976},
eprinttype = {arXiv},
eprint = {2408.05976},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-05976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-12845,
author = {Arun Verma and
Indrajit Saha and
Makoto Yokoo and
Bryan Kian Hsiang Low},
title = {Online Fair Division with Contextual Bandits},
journal = {CoRR},
volume = {abs/2408.12845},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.12845},
doi = {10.48550/ARXIV.2408.12845},
eprinttype = {arXiv},
eprint = {2408.12845},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-12845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-06277,
author = {Yao Shu and
Wenyang Hu and
See{-}Kiong Ng and
Bryan Kian Hsiang Low and
Fei Richard Yu},
title = {Ferret: Federated Full-Parameter Tuning at Scale for Large Language
Models},
journal = {CoRR},
volume = {abs/2409.06277},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.06277},
doi = {10.48550/ARXIV.2409.06277},
eprinttype = {arXiv},
eprint = {2409.06277},
timestamp = {Sat, 12 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-06277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-04386,
author = {Xinyi Xu and
Shuaiqi Wang and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low and
Giulia Fanti},
title = {Data Distribution Valuation},
journal = {CoRR},
volume = {abs/2410.04386},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.04386},
doi = {10.48550/ARXIV.2410.04386},
eprinttype = {arXiv},
eprint = {2410.04386},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-04386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-06597,
author = {Nithia Vijayan and
Bryan Kian Hsiang Low},
title = {Self-Interested Agents in Collaborative Learning: An Incentivized
Adaptive Data-Centric Framework},
journal = {CoRR},
volume = {abs/2412.06597},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.06597},
doi = {10.48550/ARXIV.2412.06597},
eprinttype = {arXiv},
eprint = {2412.06597},
timestamp = {Wed, 15 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-06597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-11122,
author = {Bingchen Wang and
Zhaoxuan Wu and
Fusheng Liu and
Bryan Kian Hsiang Low},
title = {Paid with Models: Optimal Contract Design for Collaborative Machine
Learning},
journal = {CoRR},
volume = {abs/2412.11122},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.11122},
doi = {10.48550/ARXIV.2412.11122},
eprinttype = {arXiv},
eprint = {2412.11122},
timestamp = {Tue, 21 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-11122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-15238,
author = {Gregory Kang Ruey Lau and
Wenyang Hu and
Diwen Liu and
Jizhuo Chen and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {Dipper: Diversity in Prompts for Producing Large Language Model Ensembles
in Reasoning tasks},
journal = {CoRR},
volume = {abs/2412.15238},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.15238},
doi = {10.48550/ARXIV.2412.15238},
eprinttype = {arXiv},
eprint = {2412.15238},
timestamp = {Thu, 23 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-15238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-17008,
author = {Zijian Zhou and
Xinyi Xu and
Daniela Rus and
Bryan Kian Hsiang Low},
title = {Data value estimation on private gradients},
journal = {CoRR},
volume = {abs/2412.17008},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.17008},
doi = {10.48550/ARXIV.2412.17008},
eprinttype = {arXiv},
eprint = {2412.17008},
timestamp = {Wed, 19 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-17008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ChenDYLH23,
author = {Yizhou Chen and
Zhongxiang Dai and
Haibin Yu and
Bryan Kian Hsiang Low and
Teck{-}Hua Ho},
title = {Recursive reasoning-based training-time adversarial machine learning},
journal = {Artif. Intell.},
volume = {315},
pages = {103837},
year = {2023},
url = {https://doi.org/10.1016/j.artint.2022.103837},
doi = {10.1016/J.ARTINT.2022.103837},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/ChenDYLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RajpalZL23,
author = {Mohit Rajpal and
Yehong Zhang and
Bryan Kian Hsiang Low},
title = {Pruning during training by network efficacy modeling},
journal = {Mach. Learn.},
volume = {112},
number = {7},
pages = {2653--2684},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06304-1},
doi = {10.1007/S10994-023-06304-1},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RajpalZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouXSFL23,
author = {Zijian Zhou and
Xinyi Xu and
Rachael Hwee Ling Sim and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Probably Approximate Shapley Fairness with Applications in Machine
Learning},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {5910--5918},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i5.25732},
doi = {10.1609/AAAI.V37I5.25732},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhouXSFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TayNFL23,
author = {Sebastian Shenghong Tay and
Quoc Phong Nguyen and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {No-regret Sample-efficient Bayesian Optimization for Finding Nash
Equilibria with Unknown Utilities},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
pages = {3591--3619},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/tay23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TayNFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuWVFL23,
author = {Xinyi Xu and
Zhaoxuan Wu and
Arun Verma and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {{FAIR:} Fair Collaborative Active Learning with Individual Rationality
for Scientific Discovery},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
pages = {4033--4057},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23e.html},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XuWVFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Fan0DTL23,
author = {Flint Xiaofeng Fan and
Yining Ma and
Zhongxiang Dai and
Cheston Tan and
Bryan Kian Hsiang Low},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {FedHQL: Federated Heterogeneous Q-Learning},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {2810--2812},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3599086},
doi = {10.5555/3545946.3599086},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/Fan0DTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DaiSVFLJ23,
author = {Zhongxiang Dai and
Yao Shu and
Arun Verma and
Flint Xiaofeng Fan and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Federated Neural Bandits},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=38m4h8HcNRL},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DaiSVFLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LamVLJ23,
author = {Thanh Lam and
Arun Verma and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Risk-Aware Reinforcement Learning with Coherent Risk Measures and
Non-linear Function Approximation},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=-RwZOVybbj},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LamVLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShuDSVJL23,
author = {Yao Shu and
Zhongxiang Dai and
Weicong Sng and
Arun Verma and
Patrick Jaillet and
Bryan Kian Hsiang Low},
title = {Zeroth-Order Optimization with Trajectory-Informed Derivative Estimation},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=n1bLgxHW6jW},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShuDSVJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HemachandraDSNL23,
author = {Apivich Hemachandra and
Zhongxiang Dai and
Jasraj Singh and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Training-Free Neural Active Learning with Initialization-Robustness
Guarantees},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {12931--12971},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/hemachandra23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/HemachandraDSNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinXNFL23,
author = {Xiaoqiang Lin and
Xinyi Xu and
See{-}Kiong Ng and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Fair yet Asymptotically Equal Collaborative Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {21223--21259},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/lin23l.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LinXNFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0006XL23,
author = {Rui Qiao and
Xinyi Xu and
Bryan Kian Hsiang Low},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Collaborative Causal Inference with Fair Incentives},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {28300--28320},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/qiao23a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0006XL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiLVSLJ23,
author = {Zhongxiang Dai and
Gregory Kang Ruey Lau and
Arun Verma and
Yao Shu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Quantum Bayesian Optimization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/401aa72e0e3be680348a5b0ffdb1a5aa-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DaiLVSLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiNTULLJ23,
author = {Zhongxiang Dai and
Quoc Phong Nguyen and
Sebastian Tay and
Daisuke Urano and
Richalynn Leong and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Batch Bayesian Optimization For Replicable Experimental Design},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/727a5a5c77be15d053b47b7c391800c2-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DaiNTULLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SimZHXLJ23,
author = {Rachael Hwee Ling Sim and
Yehong Zhang and
Nghia Hoang and
Xinyi Xu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Incentives in Private Collaborative Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/180f1a1de4244c009ff0848c55ae54a5-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SimZHXLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TayFULL23,
author = {Sebastian Tay and
Chuan Sheng Foo and
Daisuke Urano and
Richalynn Leong and
Bryan Kian Hsiang Low},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Bayesian Optimization with Cost-varying Variable Subsets},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/090b23d52bc2722eef2fbf79c5ebf9ec-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TayFULL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VermaDSL23,
author = {Arun Verma and
Zhongxiang Dai and
Yao Shu and
Bryan Kian Hsiang Low},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Exploiting Correlated Auxiliary Feedback in Parameterized Bandits},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/0e0157ce5ea15831072be4744cbd5334-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VermaDSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuLFL23,
author = {Xinyi Xu and
Thanh Lam and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Model Shapley: Equitable Model Valuation with Black-box Access},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/86bcae6da75c72e32f30a5553f094c06-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuLFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11135,
author = {Flint Xiaofeng Fan and
Yining Ma and
Zhongxiang Dai and
Cheston Tan and
Bryan Kian Hsiang Low and
Roger Wattenhofer},
title = {FedHQL: Federated Heterogeneous Q-Learning},
journal = {CoRR},
volume = {abs/2301.11135},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11135},
doi = {10.48550/ARXIV.2301.11135},
eprinttype = {arXiv},
eprint = {2301.11135},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06176,
author = {Ze Yu Zhang and
Lau Jia Jaw and
Zhang Hui and
Bryan Kian Hsiang Low},
title = {Fine-tuning Language Models with Generative Adversarial Feedback},
journal = {CoRR},
volume = {abs/2305.06176},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06176},
doi = {10.48550/ARXIV.2305.06176},
eprinttype = {arXiv},
eprint = {2305.06176},
timestamp = {Mon, 23 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14201,
author = {Tiedong Liu and
Bryan Kian Hsiang Low},
title = {Goat: Fine-tuned LLaMA Outperforms {GPT-4} on Arithmetic Tasks},
journal = {CoRR},
volume = {abs/2305.14201},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14201},
doi = {10.48550/ARXIV.2305.14201},
eprinttype = {arXiv},
eprint = {2305.14201},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04454,
author = {Apivich Hemachandra and
Zhongxiang Dai and
Jasraj Singh and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {Training-Free Neural Active Learning with Initialization-Robustness
Guarantees},
journal = {CoRR},
volume = {abs/2306.04454},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04454},
doi = {10.48550/ARXIV.2306.04454},
eprinttype = {arXiv},
eprint = {2306.04454},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05764,
author = {Xiaoqiang Lin and
Xinyi Xu and
See{-}Kiong Ng and
Chuan{-}Sheng Foo and
Bryan Kian Hsiang Low},
title = {Fair yet Asymptotically Equal Collaborative Learning},
journal = {CoRR},
volume = {abs/2306.05764},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05764},
doi = {10.48550/ARXIV.2306.05764},
eprinttype = {arXiv},
eprint = {2306.05764},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00629,
author = {Mohit Rajpal and
Lac Gia Tran and
Yehong Zhang and
Bryan Kian Hsiang Low},
title = {Hessian-Aware Bayesian Optimization for Decision Making Systems},
journal = {CoRR},
volume = {abs/2308.00629},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00629},
doi = {10.48550/ARXIV.2308.00629},
eprinttype = {arXiv},
eprint = {2308.00629},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-04077,
author = {Yao Shu and
Xiaoqiang Lin and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
title = {Federated Zeroth-Order Optimization using Trajectory-Informed Surrogate
Gradients},
journal = {CoRR},
volume = {abs/2308.04077},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.04077},
doi = {10.48550/ARXIV.2308.04077},
eprinttype = {arXiv},
eprint = {2308.04077},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-04077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00646,
author = {Jingtan Wang and
Xinyang Lu and
Zitong Zhao and
Zhongxiang Dai and
Chuan{-}Sheng Foo and
See{-}Kiong Ng and
Bryan Kian Hsiang Low},
title = {{WASA:} WAtermark-based Source Attribution for Large Language Model-Generated
Data},
journal = {CoRR},
volume = {abs/2310.00646},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00646},
doi = {10.48550/ARXIV.2310.00646},
eprinttype = {arXiv},
eprint = {2310.00646},
timestamp = {Fri, 25 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02905,
author = {Xiaoqiang Lin and
Zhaoxuan Wu and
Zhongxiang Dai and
Wenyang Hu and
Yao Shu and
See{-}Kiong Ng and
Patrick Jaillet and
Bryan Kian Hsiang Low},
title = {Use Your {INSTINCT:} INSTruction optimization usIng Neural bandits
Coupled with Transformers},
journal = {CoRR},
volume = {abs/2310.02905},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02905},
doi = {10.48550/ARXIV.2310.02905},
eprinttype = {arXiv},
eprint = {2310.02905},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05373,
author = {Zhongxiang Dai and
Gregory Kang Ruey Lau and
Arun Verma and
Yao Shu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Quantum Bayesian Optimization},
journal = {CoRR},
volume = {abs/2310.05373},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05373},
doi = {10.48550/ARXIV.2310.05373},
eprinttype = {arXiv},
eprint = {2310.05373},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01195,
author = {Zhongxiang Dai and
Quoc Phong Nguyen and
Sebastian Shenghong Tay and
Daisuke Urano and
Richalynn Leong and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Batch Bayesian Optimization for Replicable Experimental Design},
journal = {CoRR},
volume = {abs/2311.01195},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01195},
doi = {10.48550/ARXIV.2311.01195},
eprinttype = {arXiv},
eprint = {2311.01195},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02715,
author = {Arun Verma and
Zhongxiang Dai and
Yao Shu and
Bryan Kian Hsiang Low},
title = {Exploiting Correlated Auxiliary Feedback in Parameterized Bandits},
journal = {CoRR},
volume = {abs/2311.02715},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02715},
doi = {10.48550/ARXIV.2311.02715},
eprinttype = {arXiv},
eprint = {2311.02715},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11413,
author = {Xiao Tian and
Rachael Hwee Ling Sim and
Jue Fan and
Bryan Kian Hsiang Low},
title = {DeRDaVa: Deletion-Robust Data Valuation for Machine Learning},
journal = {CoRR},
volume = {abs/2312.11413},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11413},
doi = {10.48550/ARXIV.2312.11413},
eprinttype = {arXiv},
eprint = {2312.11413},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TayXFL22,
author = {Sebastian Shenghong Tay and
Xinyi Xu and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
title = {Incentivizing Collaboration in Machine Learning via Synthetic Data
Rewards},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {9448--9456},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21177},
doi = {10.1609/AAAI.V36I9.21177},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/TayXFL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenZL22,
author = {Yizhou Chen and
Shizhuo Zhang and
Bryan Kian Hsiang Low},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Near-Optimal Task Selection for Meta-Learning with Mutual Information
and Online Variational Bayesian Unlearning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {9091--9113},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/chen22h.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asiaccs/NguyenODCL22,
author = {Quoc Phong Nguyen and
Ryutaro Oikawa and
Dinil Mon Divakaran and
Mun Choon Chan and
Bryan Kian Hsiang Low},
editor = {Yuji Suga and
Kouichi Sakurai and
Xuhua Ding and
Kazue Sako},
title = {Markov Chain Monte Carlo-Based Machine Unlearning: Unlearning What
Needs to be Forgotten},
booktitle = {{ASIA} {CCS} '22: {ACM} Asia Conference on Computer and Communications
Security, Nagasaki, Japan, 30 May 2022 - 3 June 2022},
pages = {351--363},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488932.3517406},
doi = {10.1145/3488932.3517406},
timestamp = {Tue, 24 May 2022 13:40:31 +0200},
biburl = {https://dblp.org/rec/conf/asiaccs/NguyenODCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShuCDOL22,
author = {Yao Shu and
Shaofeng Cai and
Zhongxiang Dai and
Beng Chin Ooi and
Bryan Kian Hsiang Low},
title = {{NASI:} Label- and Data-agnostic Neural Architecture Search at Initialization},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=v-v1cpNNK\_v},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShuCDOL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgussurjaXL22,
author = {Lucas Agussurja and
Xinyi Xu and
Bryan Kian Hsiang Low},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {On the Convergence of the Shapley Value in Parametric Bayesian Learning
Games},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {180--196},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/agussurja22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgussurjaXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TayFDLL22,
author = {Sebastian Shenghong Tay and
Chuan Sheng Foo and
Daisuke Urano and
Richalynn Leong and
Bryan Kian Hsiang Low},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Efficient Distributionally Robust Bayesian Optimization with Worst-case
Sensitivity},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {21180--21204},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/tay22a.html},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TayFDLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VermaDL22,
author = {Arun Verma and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Bayesian Optimization under Stochastic Delayed Feedback},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {22145--22167},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/verma22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VermaDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuSL22,
author = {Zhaoxuan Wu and
Yao Shu and
Bryan Kian Hsiang Low},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {{DAVINZ:} Data Valuation using Deep Neural Networks at Initialization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {24150--24176},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wu22j.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SimXL22,
author = {Rachael Hwee Ling Sim and
Xinyi Xu and
Bryan Kian Hsiang Low},
editor = {Luc De Raedt},
title = {Data Valuation in Machine Learning: "Ingredients", Strategies,
and Open Challenges},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5607--5614},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/782},
doi = {10.24963/IJCAI.2022/782},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SimXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiSLJ22,
author = {Zhongxiang Dai and
Yao Shu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Sample-Then-Optimize Batch Neural Thompson Sampling},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/940f8a526b8b36f110265f4b6059d81b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DaiSLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenLJ22,
author = {Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Trade-off between Payoff and Model Rewards in Shapley-Fair Collaborative
Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c50c42f853db0f1f5b4195358b6d97de-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NguyenLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShuDWL22,
author = {Yao Shu and
Zhongxiang Dai and
Zhaoxuan Wu and
Bryan Kian Hsiang Low},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Unifying and Boosting Gradient-Based Training-Free Neural Architecture
Search},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/d4e8355bcc5ac0a8b30aaac05fccc1f6-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShuDWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DaiCYLJ22,
author = {Zhongxiang Dai and
Yizhou Chen and
Haibin Yu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {James Cussens and
Kun Zhang},
title = {On provably robust meta-Bayesian optimization},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
pages = {475--485},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/dai22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/DaiCYLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShuCDL22,
author = {Yao Shu and
Yizhou Chen and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
editor = {James Cussens and
Kun Zhang},
title = {Neural ensemble search via Bayesian sampling},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
pages = {1803--1812},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/shu22a.html},
timestamp = {Sat, 15 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ShuCDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09785,
author = {Yao Shu and
Zhongxiang Dai and
Zhaoxuan Wu and
Bryan Kian Hsiang Low},
title = {Unifying and Boosting Gradient-Based Training-Free Neural Architecture
Search},
journal = {CoRR},
volume = {abs/2201.09785},
year = {2022},
url = {https://arxiv.org/abs/2201.09785},
eprinttype = {arXiv},
eprint = {2201.09785},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13585,
author = {Quoc Phong Nguyen and
Ryutaro Oikawa and
Dinil Mon Divakaran and
Mun Choon Chan and
Bryan Kian Hsiang Low},
title = {Markov Chain Monte Carlo-Based Machine Unlearning: Unlearning What
Needs to be Forgotten},
journal = {CoRR},
volume = {abs/2202.13585},
year = {2022},
url = {https://arxiv.org/abs/2202.13585},
eprinttype = {arXiv},
eprint = {2202.13585},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13597,
author = {Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Rectified Max-Value Entropy Search for Bayesian Optimization},
journal = {CoRR},
volume = {abs/2202.13597},
year = {2022},
url = {https://arxiv.org/abs/2202.13597},
eprinttype = {arXiv},
eprint = {2202.13597},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-04901,
author = {Shouri Hu and
Haowei Wang and
Zhongxiang Dai and
Bryan Kian Hsiang Low and
Szu Hui Ng},
title = {Adjusted Expected Improvement for Cumulative Regret Minimization in
Noisy Bayesian Optimization},
journal = {CoRR},
volume = {abs/2205.04901},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.04901},
doi = {10.48550/ARXIV.2205.04901},
eprinttype = {arXiv},
eprint = {2205.04901},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-04901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-07428,
author = {Lucas Agussurja and
Xinyi Xu and
Bryan Kian Hsiang Low},
title = {On the Convergence of the Shapley Value in Parametric Bayesian Learning
Games},
journal = {CoRR},
volume = {abs/2205.07428},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.07428},
doi = {10.48550/ARXIV.2205.07428},
eprinttype = {arXiv},
eprint = {2205.07428},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-07428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14309,
author = {Zhongxiang Dai and
Yao Shu and
Arun Verma and
Flint Xiaofeng Fan and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Federated Neural Bandit},
journal = {CoRR},
volume = {abs/2205.14309},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14309},
doi = {10.48550/ARXIV.2205.14309},
eprinttype = {arXiv},
eprint = {2205.14309},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14309.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06872,
author = {Zhongxiang Dai and
Yizhou Chen and
Haibin Yu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {On Provably Robust Meta-Bayesian Optimization},
journal = {CoRR},
volume = {abs/2206.06872},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06872},
doi = {10.48550/ARXIV.2206.06872},
eprinttype = {arXiv},
eprint = {2206.06872},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09341,
author = {Arun Verma and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
title = {Bayesian Optimization under Stochastic Delayed Feedback},
journal = {CoRR},
volume = {abs/2206.09341},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09341},
doi = {10.48550/ARXIV.2206.09341},
eprinttype = {arXiv},
eprint = {2206.09341},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06850,
author = {Zhongxiang Dai and
Yao Shu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Sample-Then-Optimize Batch Neural Thompson Sampling},
journal = {CoRR},
volume = {abs/2210.06850},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06850},
doi = {10.48550/ARXIV.2210.06850},
eprinttype = {arXiv},
eprint = {2210.06850},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00630,
author = {Zijian Zhou and
Xinyi Xu and
Rachael Hwee Ling Sim and
Chuan Sheng Foo and
Kian Hsiang Low},
title = {Probably Approximate Shapley Fairness with Applications in Machine
Learning},
journal = {CoRR},
volume = {abs/2212.00630},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00630},
doi = {10.48550/ARXIV.2212.00630},
eprinttype = {arXiv},
eprint = {2212.00630},
timestamp = {Wed, 19 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NguyenLJ21,
author = {Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {An Information-Theoretic Framework for Unifying Active Learning Problems},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {9126--9134},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i10.17102},
doi = {10.1609/AAAI.V35I10.17102},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/NguyenLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NguyenTLJ21,
author = {Quoc Phong Nguyen and
Sebastian Tay and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Top-k Ranking Bayesian Optimization},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {9135--9143},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i10.17103},
doi = {10.1609/AAAI.V35I10.17103},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NguyenTLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LamHLJ21,
author = {Thanh Chi Lam and
Trong Nghia Hoang and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Marina Meila and
Tong Zhang},
title = {Model Fusion for Personalized Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {5948--5958},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lam21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LamHLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenDLJ21,
author = {Quoc Phong Nguyen and
Zhongxiang Dai and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Marina Meila and
Tong Zhang},
title = {Value-at-Risk Optimization with Gaussian Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {8063--8072},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nguyen21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NguyenDLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimZLJ21,
author = {Rachael Hwee Ling Sim and
Yehong Zhang and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Marina Meila and
Tong Zhang},
title = {Collaborative Bayesian Optimization with Fair Regret},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {9691--9701},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sim21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SimZLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YuLLJ21,
author = {Haibin Yu and
Dapeng Liu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Convolutional Normalizing Flows for Deep Gaussian Processes},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533613},
doi = {10.1109/IJCNN52387.2021.9533613},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YuLLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FanMDJTL21,
author = {Flint Xiaofeng Fan and
Yining Ma and
Zhongxiang Dai and
Wei Jing and
Cheston Tan and
Bryan Kian Hsiang Low},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1007--1021},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/080acdcce72c06873a773c4311c2e464-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/FanMDJTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenDLJ21,
author = {Quoc Phong Nguyen and
Zhongxiang Dai and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Optimizing Conditional Value-At-Risk of Black-Box Functions},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4170--4180},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/219ece62fae865562d4510ea501cf349-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/NguyenDLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiLJ21,
author = {Zhongxiang Dai and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Differentially Private Federated Bayesian Optimization with Distributed
Exploration},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {9125--9139},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/4c27cea8526af8cfee3be5e183ac9605-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DaiLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuWFL21,
author = {Xinyi Xu and
Zhaoxuan Wu and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Validation Free and Replication Robust Volume-based Data Valuation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {10837--10848},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/59a3adea76fadcb6dd9e54c96fc155d1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuWFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuLMMFL21,
author = {Xinyi Xu and
Lingjuan Lyu and
Xingjun Ma and
Chenglin Miao and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine
Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {16104--16117},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8682cc30db9c025ecd3fee433f8ab54c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuLMMFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NguyenLJ21,
author = {Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Learning to learn with Gaussian processes},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
pages = {1466--1475},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nguyen21c.html},
timestamp = {Fri, 17 Dec 2021 17:06:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/NguyenLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NguyenWLJ21,
author = {Quoc Phong Nguyen and
Zhaoxuan Wu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Trusted-maximizers entropy search for efficient Bayesian optimization},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
pages = {1486--1495},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nguyen21d.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NguyenWLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08472,
author = {Haibin Yu and
Dapeng Liu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Convolutional Normalizing Flows for Deep Gaussian Processes},
journal = {CoRR},
volume = {abs/2104.08472},
year = {2021},
url = {https://arxiv.org/abs/2104.08472},
eprinttype = {arXiv},
eprint = {2104.08472},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-06126,
author = {Quoc Phong Nguyen and
Zhongxiang Dai and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Value-at-Risk Optimization with Gaussian Processes},
journal = {CoRR},
volume = {abs/2105.06126},
year = {2021},
url = {https://arxiv.org/abs/2105.06126},
eprinttype = {arXiv},
eprint = {2105.06126},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-06126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-14465,
author = {Quoc Phong Nguyen and
Zhaoxuan Wu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Trusted-Maximizers Entropy Search for Efficient Bayesian Optimization},
journal = {CoRR},
volume = {abs/2107.14465},
year = {2021},
url = {https://arxiv.org/abs/2107.14465},
eprinttype = {arXiv},
eprint = {2107.14465},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-14465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00817,
author = {Yao Shu and
Shaofeng Cai and
Zhongxiang Dai and
Beng Chin Ooi and
Bryan Kian Hsiang Low},
title = {{NASI:} Label- and Data-agnostic Neural Architecture Search at Initialization},
journal = {CoRR},
volume = {abs/2109.00817},
year = {2021},
url = {https://arxiv.org/abs/2109.00817},
eprinttype = {arXiv},
eprint = {2109.00817},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-00817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02533,
author = {Yao Shu and
Yizhou Chen and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
title = {Going Beyond Neural Architecture Search with Sampling-based Neural
Ensemble Search},
journal = {CoRR},
volume = {abs/2109.02533},
year = {2021},
url = {https://arxiv.org/abs/2109.02533},
eprinttype = {arXiv},
eprint = {2109.02533},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14074,
author = {Flint Xiaofeng Fan and
Yining Ma and
Zhongxiang Dai and
Wei Jing and
Cheston Tan and
Bryan Kian Hsiang Low},
title = {Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee},
journal = {CoRR},
volume = {abs/2110.14074},
year = {2021},
url = {https://arxiv.org/abs/2110.14074},
eprinttype = {arXiv},
eprint = {2110.14074},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14153,
author = {Zhongxiang Dai and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Differentially Private Federated Bayesian Optimization with Distributed
Exploration},
journal = {CoRR},
volume = {abs/2110.14153},
year = {2021},
url = {https://arxiv.org/abs/2110.14153},
eprinttype = {arXiv},
eprint = {2110.14153},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09327,
author = {Sebastian Shenghong Tay and
Xinyi Xu and
Chuan Sheng Foo and
Bryan Kian Hsiang Low},
title = {Incentivizing Collaboration in Machine Learning via Synthetic Data
Rewards},
journal = {CoRR},
volume = {abs/2112.09327},
year = {2021},
url = {https://arxiv.org/abs/2112.09327},
eprinttype = {arXiv},
eprint = {2112.09327},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arobots/OuyangL20,
author = {Ruofei Ouyang and
Bryan Kian Hsiang Low},
title = {Gaussian process decentralized data fusion meets transfer learning
in large-scale distributed cooperative perception},
journal = {Auton. Robots},
volume = {44},
number = {3-4},
pages = {359--376},
year = {2020},
url = {https://doi.org/10.1007/s10514-018-09826-z},
doi = {10.1007/S10514-018-09826-Z},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/arobots/OuyangL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TengCZL20,
author = {Tong Teng and
Jie Chen and
Yehong Zhang and
Bryan Kian Hsiang Low},
title = {Scalable Variational Bayesian Kernel Selection for Sparse Gaussian
Process Regression},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {5997--6004},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6061},
doi = {10.1609/AAAI.V34I04.6061},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/TengCZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KharkovskiiLL20,
author = {Dmitrii Kharkovskii and
Chun Kai Ling and
Bryan Kian Hsiang Low},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Nonmyopic Gaussian Process Optimization with Macro-Actions},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
pages = {4593--4604},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/kharkovskii20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KharkovskiiLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conext/SongKLC20,
author = {Cha Hwan Song and
Pravein Govindan Kannan and
Bryan Kian Hsiang Low and
Mun Choon Chan},
editor = {Dongsu Han and
Anja Feldmann},
title = {FCM-sketch: generic network measurements with data plane support},
booktitle = {CoNEXT '20: The 16th International Conference on emerging Networking
EXperiments and Technologies, Barcelona, Spain, December, 2020},
pages = {78--92},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3386367.3432729},
doi = {10.1145/3386367.3432729},
timestamp = {Thu, 19 Feb 2026 15:52:49 +0100},
biburl = {https://dblp.org/rec/conf/conext/SongKLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaiCLJH20,
author = {Zhongxiang Dai and
Yizhou Chen and
Bryan Kian Hsiang Low and
Patrick Jaillet and
Teck{-}Hua Ho},
title = {{R2-B2:} Recursive Reasoning-Based Bayesian Optimization for No-Regret
Learning in Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {2291--2301},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/dai20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DaiCLJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoangLLJ20,
author = {Trong Nghia Hoang and
Thanh Lam and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Learning Task-Agnostic Embedding of Multiple Black-Box Experts for
Multi-Task Model Fusion},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {4282--4292},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hoang20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HoangLLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KharkovskiiDL20,
author = {Dmitrii Kharkovskii and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
title = {Private Outsourced Bayesian Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {5231--5242},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kharkovskii20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KharkovskiiDL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimZCL20,
author = {Rachael Hwee Ling Sim and
Yehong Zhang and
Mun Choon Chan and
Bryan Kian Hsiang Low},
title = {Collaborative Machine Learning with Incentive-Aware Model Rewards},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {8927--8936},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sim20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SimZCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalakrishnanNLS20,
author = {Sreejith Balakrishnan and
Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Harold Soh},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Efficient Exploration of Reward Functions in Inverse Reinforcement
Learning via Bayesian Optimization},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/2bba9f4124283edd644799e0cecd45ca-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BalakrishnanNLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiLJ20,
author = {Zhongxiang Dai and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Federated Bayesian Optimization via Thompson Sampling},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/6dfe08eda761bd321f8a9b239f6f4ec3-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DaiLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenLJ20,
author = {Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Variational Bayesian Unlearning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/b8a6550662b363eb34145965d64d0cfb-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NguyenLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09670,
author = {Dmitrii Kharkovskii and
Chun Kai Ling and
Kian Hsiang Low},
title = {Nonmyopic Gaussian Process Optimization with Macro-Actions},
journal = {CoRR},
volume = {abs/2002.09670},
year = {2020},
url = {https://arxiv.org/abs/2002.09670},
eprinttype = {arXiv},
eprint = {2002.09670},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16679,
author = {Zhongxiang Dai and
Yizhou Chen and
Kian Hsiang Low and
Patrick Jaillet and
Teck{-}Hua Ho},
title = {{R2-B2:} Recursive Reasoning-Based Bayesian Optimization for No-Regret
Learning in Games},
journal = {CoRR},
volume = {abs/2006.16679},
year = {2020},
url = {https://arxiv.org/abs/2006.16679},
eprinttype = {arXiv},
eprint = {2006.16679},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10154,
author = {Zhongxiang Dai and
Kian Hsiang Low and
Patrick Jaillet},
title = {Federated Bayesian Optimization via Thompson Sampling},
journal = {CoRR},
volume = {abs/2010.10154},
year = {2020},
url = {https://arxiv.org/abs/2010.10154},
eprinttype = {arXiv},
eprint = {2010.10154},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12797,
author = {Rachael Hwee Ling Sim and
Yehong Zhang and
Mun Choon Chan and
Bryan Kian Hsiang Low},
title = {Collaborative Machine Learning with Incentive-Aware Model Rewards},
journal = {CoRR},
volume = {abs/2010.12797},
year = {2020},
url = {https://arxiv.org/abs/2010.12797},
eprinttype = {arXiv},
eprint = {2010.12797},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12799,
author = {Dmitrii Kharkovskii and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
title = {Private Outsourced Bayesian Optimization},
journal = {CoRR},
volume = {abs/2010.12799},
year = {2020},
url = {https://arxiv.org/abs/2010.12799},
eprinttype = {arXiv},
eprint = {2010.12799},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12883,
author = {Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Variational Bayesian Unlearning},
journal = {CoRR},
volume = {abs/2010.12883},
year = {2020},
url = {https://arxiv.org/abs/2010.12883},
eprinttype = {arXiv},
eprint = {2010.12883},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08541,
author = {Sreejith Balakrishnan and
Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Harold Soh},
title = {Efficient Exploration of Reward Functions in Inverse Reinforcement
Learning via Bayesian Optimization},
journal = {CoRR},
volume = {abs/2011.08541},
year = {2020},
url = {https://arxiv.org/abs/2011.08541},
eprinttype = {arXiv},
eprint = {2011.08541},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10688,
author = {Quoc Phong Nguyen and
Sebastian Tay and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Top-k Ranking Bayesian Optimization},
journal = {CoRR},
volume = {abs/2012.10688},
year = {2020},
url = {https://arxiv.org/abs/2012.10688},
eprinttype = {arXiv},
eprint = {2012.10688},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10695,
author = {Quoc Phong Nguyen and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {An Information-Theoretic Framework for Unifying Active Learning Problems},
journal = {CoRR},
volume = {abs/2012.10695},
year = {2020},
url = {https://arxiv.org/abs/2012.10695},
eprinttype = {arXiv},
eprint = {2012.10695},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HoangHLH19,
author = {Trong Nghia Hoang and
Quang Minh Hoang and
Kian Hsiang Low and
Jonathan P. How},
title = {Collective Online Learning of Gaussian Processes in Massive Multi-Agent
Systems},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {7850--7857},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33017850},
doi = {10.1609/AAAI.V33I01.33017850},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HoangHLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cns/NguyenLDLC19,
author = {Quoc Phong Nguyen and
Kar Wai Lim and
Dinil Mon Divakaran and
Kian Hsiang Low and
Mun Choon Chan},
title = {{GEE:} {A} Gradient-based Explainable Variational Autoencoder for
Network Anomaly Detection},
booktitle = {7th {IEEE} Conference on Communications and Network Security, {CNS}
2019, Washington, DC, USA, June 10-12, 2019},
pages = {91--99},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CNS.2019.8802833},
doi = {10.1109/CNS.2019.8802833},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/cns/NguyenLDLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaiYLJ19,
author = {Zhongxiang Dai and
Haibin Yu and
Bryan Kian Hsiang Low and
Patrick Jaillet},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Bayesian Optimization Meets Bayesian Optimal Stopping},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {1496--1506},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/dai19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaiYLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoangHLK19,
author = {Quang Minh Hoang and
Trong Nghia Hoang and
Bryan Kian Hsiang Low and
Carl Kingsford},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Collective Model Fusion for Multiple Black-Box Experts},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {2742--2750},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/hoang19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoangHLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangHWLK19,
author = {Jingfeng Zhang and
Bo Han and
Laura Wynter and
Bryan Kian Hsiang Low and
Mohan S. Kankanhalli},
editor = {Sarit Kraus},
title = {Towards Robust ResNet: {A} Small Step but a Giant Leap},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4285--4291},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/595},
doi = {10.24963/IJCAI.2019/595},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangHWLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YuHLJ19,
author = {Haibin Yu and
Trong Nghia Hoang and
Bryan Kian Hsiang Low and
Patrick Jaillet},
title = {Stochastic Variational Inference for Bayesian Sparse Gaussian Process
Regression},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852481},
doi = {10.1109/IJCNN.2019.8852481},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YuHLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuCLJD19,
author = {Haibin Yu and
Yizhou Chen and
Bryan Kian Hsiang Low and
Patrick Jaillet and
Zhongxiang Dai},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Implicit Posterior Variational Inference for Deep Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {14475--14486},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/2c463dfdde588f3bfc60d53118c10d6b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuCLJD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangDL19,
author = {Yehong Zhang and
Zhongxiang Dai and
Bryan Kian Hsiang Low},
editor = {Amir Globerson and
Ricardo Silva},
title = {Bayesian Optimization with Binary Auxiliary Information},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
pages = {1222--1232},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/zhang20b.html},
timestamp = {Wed, 05 Feb 2025 17:14:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10887,
author = {Jingfeng Zhang and
Bo Han and
Laura Wynter and
Kian Hsiang Low and
Mohan S. Kankanhalli},
title = {Towards Robust ResNet: {A} Small Step but {A} Giant Leap},
journal = {CoRR},
volume = {abs/1902.10887},
year = {2019},
url = {http://arxiv.org/abs/1902.10887},
eprinttype = {arXiv},
eprint = {1902.10887},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06661,
author = {Quoc Phong Nguyen and
Kar Wai Lim and
Dinil Mon Divakaran and
Kian Hsiang Low and
Mun Choon Chan},
title = {{GEE:} {A} Gradient-based Explainable Variational Autoencoder for
Network Anomaly Detection},
journal = {CoRR},
volume = {abs/1903.06661},
year = {2019},
url = {http://arxiv.org/abs/1903.06661},
eprinttype = {arXiv},
eprint = {1903.06661},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07277,
author = {Yehong Zhang and
Zhongxiang Dai and
Kian Hsiang Low},
title = {Bayesian Optimization with Binary Auxiliary Information},
journal = {CoRR},
volume = {abs/1906.07277},
year = {2019},
url = {http://arxiv.org/abs/1906.07277},
eprinttype = {arXiv},
eprint = {1906.07277},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11998,
author = {Haibin Yu and
Yizhou Chen and
Zhongxiang Dai and
Kian Hsiang Low and
Patrick Jaillet},
title = {Implicit Posterior Variational Inference for Deep Gaussian Processes},
journal = {CoRR},
volume = {abs/1910.11998},
year = {2019},
url = {http://arxiv.org/abs/1910.11998},
eprinttype = {arXiv},
eprint = {1910.11998},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06930,
author = {Tien Mai and
Quoc Phong Nguyen and
Kian Hsiang Low and
Patrick Jaillet},
title = {Inverse Reinforcement Learning with Missing Data},
journal = {CoRR},
volume = {abs/1911.06930},
year = {2019},
url = {http://arxiv.org/abs/1911.06930},
eprinttype = {arXiv},
eprint = {1911.06930},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02641,
author = {Tong Teng and
Jie Chen and
Yehong Zhang and
Kian Hsiang Low},
title = {Scalable Variational Bayesian Kernel Selection for Sparse Gaussian
Process Regression},
journal = {CoRR},
volume = {abs/1912.02641},
year = {2019},
url = {http://arxiv.org/abs/1912.02641},
eprinttype = {arXiv},
eprint = {1912.02641},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HoangHOL18,
author = {Trong Nghia Hoang and
Quang Minh Hoang and
Ruofei Ouyang and
Kian Hsiang Low},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Decentralized High-Dimensional Bayesian Optimization With Factor Graphs},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3231--3238},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11788},
doi = {10.1609/AAAI.V32I1.11788},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HoangHOL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OuyangL18,
author = {Ruofei Ouyang and
Kian Hsiang Low},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Gaussian Process Decentralized Data Fusion Meets Transfer Learning
in Large-Scale Distributed Cooperative Perception},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3876--3883},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11786},
doi = {10.1609/AAAI.V32I1.11786},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OuyangL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09266,
author = {Trong Nghia Hoang and
Quang Minh Hoang and
Kian Hsiang Low and
Jonathan P. How},
title = {Collective Online Learning via Decentralized Gaussian Processes in
Massive Multi-Agent Systems},
journal = {CoRR},
volume = {abs/1805.09266},
year = {2018},
url = {http://arxiv.org/abs/1805.09266},
eprinttype = {arXiv},
eprint = {1805.09266},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HoangHL17,
author = {Quang Minh Hoang and
Trong Nghia Hoang and
Kian Hsiang Low},
editor = {Satinder Singh and
Shaul Markovitch},
title = {A Generalized Stochastic Variational Bayesian Hyperparameter Learning
Framework for Sparse Spectrum Gaussian Process Regression},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2007--2014},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10772},
doi = {10.1609/AAAI.V31I1.10772},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HoangHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaxbergerL17,
author = {Erik A. Daxberger and
Bryan Kian Hsiang Low},
editor = {Doina Precup and
Yee Whye Teh},
title = {Distributed Batch Gaussian Process Optimization},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
pages = {951--960},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/daxberger17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaxbergerL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00221,
author = {Haibin Yu and
Trong Nghia Hoang and
Kian Hsiang Low and
Patrick Jaillet},
title = {Stochastic Variational Inference for Fully Bayesian Sparse Gaussian
Process Regression Models},
journal = {CoRR},
volume = {abs/1711.00221},
year = {2017},
url = {http://arxiv.org/abs/1711.00221},
eprinttype = {arXiv},
eprint = {1711.00221},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-06064,
author = {Ruofei Ouyang and
Kian Hsiang Low},
title = {Gaussian Process Decentralized Data Fusion Meets Transfer Learning
in Large-Scale Distributed Cooperative Perception},
journal = {CoRR},
volume = {abs/1711.06064},
year = {2017},
url = {http://arxiv.org/abs/1711.06064},
eprinttype = {arXiv},
eprint = {1711.06064},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-06064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07033,
author = {Trong Nghia Hoang and
Quang Minh Hoang and
Ruofei Ouyang and
Kian Hsiang Low},
title = {Decentralized High-Dimensional Bayesian Optimization with Factor Graphs},
journal = {CoRR},
volume = {abs/1711.07033},
year = {2017},
url = {http://arxiv.org/abs/1711.07033},
eprinttype = {arXiv},
eprint = {1711.07033},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LingLJ16,
author = {Chun Kai Ling and
Kian Hsiang Low and
Patrick Jaillet},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Gaussian Process Planning with Lipschitz Continuous Reward Functions:
Towards Unifying Bayesian Optimization, Active Learning, and Beyond},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1860--1866},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10210},
doi = {10.1609/AAAI.V30I1.10210},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LingLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangHLK16,
author = {Yehong Zhang and
Trong Nghia Hoang and
Kian Hsiang Low and
Mohan S. Kankanhalli},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Near-Optimal Active Learning of Multi-Output Gaussian Processes},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2351--2357},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10209},
doi = {10.1609/AAAI.V30I1.10209},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangHLK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/WangLL16,
author = {Chao Wang and
Somchaya Liemhetcharat and
Kian Hsiang Low},
editor = {Catholijn M. Jonker and
Stacy Marsella and
John Thangarajah and
Karl Tuyls},
title = {Multi-Agent Continuous Transportation with Online Balanced Partitioning:
(Extended Abstract)},
booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents
{\&} Multiagent Systems, Singapore, May 9-13, 2016},
pages = {1303--1304},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2937131},
timestamp = {Fri, 20 May 2016 20:33:29 +0200},
biburl = {https://dblp.org/rec/conf/atal/WangLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoangHL16,
author = {Trong Nghia Hoang and
Quang Minh Hoang and
Bryan Kian Hsiang Low},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {A Distributed Variational Inference Framework for Unifying Parallel
Sparse Gaussian Process Regression Models},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
pages = {382--391},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/hoang16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoangHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FuLFLC16,
author = {Jie Fu and
Hongyin Luo and
Jiashi Feng and
Kian Hsiang Low and
Tat{-}Seng Chua},
editor = {Subbarao Kambhampati},
title = {DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing
Hyperparameters of Deep Neural Networks},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1469--1475},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/211},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FuLFLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ism/WangWZLSK16,
author = {Yuhui Wang and
Christian von der Weth and
Yehong Zhang and
Kian Hsiang Low and
Vivek K. Singh and
Mohan S. Kankanhalli},
title = {Concept Based Hybrid Fusion of Multimodal Event Signals},
booktitle = {{IEEE} International Symposium on Multimedia, {ISM} 2016, San Jose,
CA, USA, December 11-13, 2016},
pages = {14--19},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ISM.2016.0013},
doi = {10.1109/ISM.2016.0013},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ism/WangWZLSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FuLFLC16,
author = {Jie Fu and
Hongyin Luo and
Jiashi Feng and
Kian Hsiang Low and
Tat{-}Seng Chua},
title = {DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing
Hyperparameters of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1601.00917},
year = {2016},
url = {http://arxiv.org/abs/1601.00917},
eprinttype = {arXiv},
eprint = {1601.00917},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FuLFLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HoangHL16,
author = {Quang Minh Hoang and
Trong Nghia Hoang and
Kian Hsiang Low},
title = {A Generalized Stochastic Variational Bayesian Hyperparameter Learning
Framework for Sparse Spectrum Gaussian Process Regression},
journal = {CoRR},
volume = {abs/1611.06080},
year = {2016},
url = {http://arxiv.org/abs/1611.06080},
eprinttype = {arXiv},
eprint = {1611.06080},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HoangHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/ChenLYJ15,
author = {Jie Chen and
Kian Hsiang Low and
Yujian Yao and
Patrick Jaillet},
title = {Gaussian Process Decentralized Data Fusion and Active Sensing for
Spatiotemporal Traffic Modeling and Prediction in Mobility-on-Demand
Systems},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {12},
number = {3},
pages = {901--921},
year = {2015},
url = {https://doi.org/10.1109/TASE.2015.2422852},
doi = {10.1109/TASE.2015.2422852},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tase/ChenLYJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LowYCJ15,
author = {Kian Hsiang Low and
Jiangbo Yu and
Jie Chen and
Patrick Jaillet},
editor = {Blai Bonet and
Sven Koenig},
title = {Parallel Gaussian Process Regression for Big Data: Low-Rank Representation
Meets Markov Approximation},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2821--2827},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9575},
doi = {10.1609/AAAI.V29I1.9575},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LowYCJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoangHL15,
author = {Trong Nghia Hoang and
Quang Minh Hoang and
Bryan Kian Hsiang Low},
editor = {Francis R. Bach and
David M. Blei},
title = {A Unifying Framework of Anytime Sparse Gaussian Process Regression
Models with Stochastic Variational Inference for Big Data},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
pages = {569--578},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hoang15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoangHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenLJ15,
author = {Quoc Phong Nguyen and
Kian Hsiang Low and
Patrick Jaillet},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Inverse Reinforcement Learning with Locally Consistent Reward Functions},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1747--1755},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/456ac9b0d15a8b7f1e71073221059886-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NguyenLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LingLJ15,
author = {Chun Kai Ling and
Kian Hsiang Low and
Patrick Jaillet},
title = {Gaussian Process Planning with Lipschitz Continuous Reward Functions:
Towards Unifying Bayesian Optimization, Active Learning, and Beyond},
journal = {CoRR},
volume = {abs/1511.06890},
year = {2015},
url = {http://arxiv.org/abs/1511.06890},
eprinttype = {arXiv},
eprint = {1511.06890},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LingLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangHLK15,
author = {Yehong Zhang and
Trong Nghia Hoang and
Kian Hsiang Low and
Mohan S. Kankanhalli},
title = {Near-Optimal Active Learning of Multi-Output Gaussian Processes},
journal = {CoRR},
volume = {abs/1511.06891},
year = {2015},
url = {http://arxiv.org/abs/1511.06891},
eprinttype = {arXiv},
eprint = {1511.06891},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangHLK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangLL15a,
author = {Chao Wang and
Somchaya Liemhetcharat and
Kian Hsiang Low},
title = {Multi-Agent Continuous Transportation with Online Balanced Partitioning},
journal = {CoRR},
volume = {abs/1511.07209},
year = {2015},
url = {http://arxiv.org/abs/1511.07209},
eprinttype = {arXiv},
eprint = {1511.07209},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangLL15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuLCLO14,
author = {Nuo Xu and
Kian Hsiang Low and
Jie Chen and
Keng Kiat Lim and
Etkin Baris Ozgul},
editor = {Carla E. Brodley and
Peter Stone},
title = {GP-Localize: Persistent Mobile Robot Localization Using Online Sparse
Gaussian Process Observation Model},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {2585--2593},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.9058},
doi = {10.1609/AAAI.V28I1.9058},
timestamp = {Tue, 19 Nov 2024 15:59:16 +0100},
biburl = {https://dblp.org/rec/conf/aaai/XuLCLO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsipa/OzgulLL14,
author = {Etkin Baris Ozgul and
Somchaya Liemhetcharat and
Kian Hsiang Low},
title = {Multi-agent ad hoc team partitioning by observing and modeling single-agent
performance},
booktitle = {Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference, {APSIPA} 2014, Chiang Mai, Thailand, December
9-12, 2014},
pages = {1--7},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/APSIPA.2014.7041644},
doi = {10.1109/APSIPA.2014.7041644},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/apsipa/OzgulLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/OuyangLCJ14,
author = {Ruofei Ouyang and
Kian Hsiang Low and
Jie Chen and
Patrick Jaillet},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Multi-robot active sensing of non-stationary gaussian process-based
environmental phenomena},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {573--580},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2615824},
timestamp = {Sun, 27 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/OuyangLCJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/NatarajanLK14,
author = {Prabhu Natarajan and
Kian Hsiang Low and
Mohan S. Kankanhalli},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Decision-theoretic approach to maximizing fairness in multi-target
observation in multi-camera surveillance},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1521--1522},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2616042},
timestamp = {Thu, 25 Sep 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/NatarajanLK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dydess/LowCHXJ14,
author = {Kian Hsiang Low and
Jie Chen and
Trong Nghia Hoang and
Nuo Xu and
Patrick Jaillet},
editor = {Sai Ravela and
Adrian Sandu},
title = {Recent Advances in Scaling Up Gaussian Process Predictive Models for
Large Spatiotemporal Data},
booktitle = {Dynamic Data-Driven Environmental Systems Science - First International
Conference, DyDESS 2014, Cambridge, MA, USA, November 5-7, 2014, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
pages = {167--181},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-25138-7\_16},
doi = {10.1007/978-3-319-25138-7\_16},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/dydess/LowCHXJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/NatarajanLK14,
author = {Prabhu Natarajan and
Kian Hsiang Low and
Mohan S. Kankanhalli},
editor = {Torsten Schaub and
Gerhard Friedrich and
Barry O'Sullivan},
title = {No One is Left "Unwatched": Fairness in Observation of Crowds
of Mobile Targets in Active Camera Surveillance},
booktitle = {{ECAI} 2014 - 21st European Conference on Artificial Intelligence,
18-22 August 2014, Prague, Czech Republic - Including Prestigious
Applications of Intelligent Systems {(PAIS} 2014)},
series = {Frontiers in Artificial Intelligence and Applications},
pages = {1155--1160},
publisher = {{IOS} Press},
year = {2014},
url = {https://doi.org/10.3233/978-1-61499-419-0-1155},
doi = {10.3233/978-1-61499-419-0-1155},
timestamp = {Wed, 15 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/NatarajanLK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsc/NatarajanHWLK14,
author = {Prabhu Natarajan and
Trong Nghia Hoang and
Yongkang Wong and
Kian Hsiang Low and
Mohan S. Kankanhalli},
editor = {Andrea Prati and
Niki Martinel},
title = {Scalable Decision-Theoretic Coordination and Control for Real-time
Active Multi-Camera Surveillance},
booktitle = {Proceedings of the International Conference on Distributed Smart Cameras,
{ICDSC} '14, Venezia Mestre, Italy, November 4-7, 2014},
pages = {38:1--38:6},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2659021.2659042},
doi = {10.1145/2659021.2659042},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdsc/NatarajanHWLK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoangLJK14,
author = {Trong Nghia Hoang and
Bryan Kian Hsiang Low and
Patrick Jaillet and
Mohan S. Kankanhalli},
title = {Nonmyopic {\textbackslash}({\textbackslash}epsilon{\textbackslash})-Bayes-Optimal
Active Learning of Gaussian Processes},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
pages = {739--747},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/hoang14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoangLJK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HoangLJK14,
author = {Trong Nghia Hoang and
Kian Hsiang Low and
Patrick Jaillet and
Mohan S. Kankanhalli},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Active Learning Is Planning: Nonmyopic {\(\epsilon\)}-Bayes-Optimal
Active Learning of Gaussian Processes},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
pages = {494--498},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_43},
doi = {10.1007/978-3-662-44845-8\_43},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HoangLJK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LowXCLO14,
author = {Kian Hsiang Low and
Nuo Xu and
Jie Chen and
Keng Kiat Lim and
Etkin Baris {\"{O}}zg{\"{u}}l},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Generalized Online Sparse Gaussian Processes with Application to Persistent
Mobile Robot Localization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
pages = {499--503},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_44},
doi = {10.1007/978-3-662-44845-8\_44},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LowXCLO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuLCLO14,
author = {Nuo Xu and
Kian Hsiang Low and
Jie Chen and
Keng Kiat Lim and
Etkin Baris Ozgul},
title = {GP-Localize: Persistent Mobile Robot Localization using Online Sparse
Gaussian Process Observation Model},
journal = {CoRR},
volume = {abs/1404.5165},
year = {2014},
url = {http://arxiv.org/abs/1404.5165},
eprinttype = {arXiv},
eprint = {1404.5165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuLCLO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenLTOJDS14,
author = {Jie Chen and
Kian Hsiang Low and
Colin Keng{-}Yan Tan and
Ali Oran and
Patrick Jaillet and
John M. Dolan and
Gaurav S. Sukhatme},
title = {Decentralized Data Fusion and Active Sensing with Mobile Sensors for
Modeling and Predicting Spatiotemporal Traffic Phenomena},
journal = {CoRR},
volume = {abs/1408.2046},
year = {2014},
url = {http://arxiv.org/abs/1408.2046},
eprinttype = {arXiv},
eprint = {1408.2046},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenLTOJDS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenCLOTJ14,
author = {Jie Chen and
Nannan Cao and
Kian Hsiang Low and
Ruofei Ouyang and
Colin Keng{-}Yan Tan and
Patrick Jaillet},
title = {Parallel Gaussian Process Regression with Low-Rank Covariance Matrix
Approximations},
journal = {CoRR},
volume = {abs/1408.2060},
year = {2014},
url = {http://arxiv.org/abs/1408.2060},
eprinttype = {arXiv},
eprint = {1408.2060},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenCLOTJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LowYCJ14,
author = {Kian Hsiang Low and
Jiangbo Yu and
Jie Chen and
Patrick Jaillet},
title = {Parallel Gaussian Process Regression for Big Data: Low-Rank Representation
Meets Markov Approximation},
journal = {CoRR},
volume = {abs/1411.4510},
year = {2014},
url = {http://arxiv.org/abs/1411.4510},
eprinttype = {arXiv},
eprint = {1411.4510},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LowYCJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CaoLD13,
author = {Nannan Cao and
Kian Hsiang Low and
John M. Dolan},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {Multi-robot informative path planning for active sensing of environmental
phenomena: a tale of two algorithms},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {7--14},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2484926},
timestamp = {Thu, 09 Sep 2021 16:09:54 +0200},
biburl = {https://dblp.org/rec/conf/atal/CaoLD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ThompsonCFHLMW13,
author = {David R. Thompson and
Nathalie Cabrol and
P. Michael Furlong and
Craig Hardgrove and
Kian Hsiang Low and
Jeffrey Moersch and
David Wettergreen},
title = {Adaptive sensing of time series with application to remote exploration},
booktitle = {2013 {IEEE} International Conference on Robotics and Automation, Karlsruhe,
Germany, May 6-10, 2013},
pages = {3463--3468},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICRA.2013.6631061},
doi = {10.1109/ICRA.2013.6631061},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/ThompsonCFHLMW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HoangL13,
author = {Trong Nghia Hoang and
Kian Hsiang Low},
editor = {Francesca Rossi},
title = {A General Framework for Interacting Bayes-Optimally with Self-Interested
Agents using Arbitrary Parametric Model and Model Prior},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1394--1400},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6652},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HoangL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HoangL13a,
author = {Trong Nghia Hoang and
Kian Hsiang Low},
editor = {Francesca Rossi},
title = {Interactive {POMDP} Lite: Towards Practical Planning to Predict and
Exploit Intentions for Interacting with Self-Interested Agents},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2298--2305},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6207},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HoangL13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/ChenLT13,
author = {Jie Chen and
Kian Hsiang Low and
Colin Keng{-}Yan Tan},
editor = {Paul Newman and
Dieter Fox and
David Hsu},
title = {Gaussian Process-Based Decentralized Data Fusion and Active Sensing
for Mobility-on-Demand System},
booktitle = {Robotics: Science and Systems IX, Technische Universit{\"{a}}t
Berlin, Berlin, Germany, June 24 - June 28, 2013},
year = {2013},
url = {http://www.roboticsproceedings.org/rss09/p20.html},
doi = {10.15607/RSS.2013.IX.020},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/rss/ChenLT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenCLOTJ13,
author = {Jie Chen and
Nannan Cao and
Kian Hsiang Low and
Ruofei Ouyang and
Colin Keng{-}Yan Tan and
Patrick Jaillet},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Parallel Gaussian Process Regression with Low-Rank Covariance Matrix
Approximations},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2376\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenCLOTJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-0723,
author = {Nannan Cao and
Kian Hsiang Low and
John M. Dolan},
title = {Multi-Robot Informative Path Planning for Active Sensing of Environmental
Phenomena: {A} Tale of Two Algorithms},
journal = {CoRR},
volume = {abs/1302.0723},
year = {2013},
url = {http://arxiv.org/abs/1302.0723},
eprinttype = {arXiv},
eprint = {1302.0723},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-0723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-2024,
author = {Trong Nghia Hoang and
Kian Hsiang Low},
title = {A General Framework for Interacting Bayes-Optimally with Self-Interested
Agents using Arbitrary Parametric Model and Model Prior},
journal = {CoRR},
volume = {abs/1304.2024},
year = {2013},
url = {http://arxiv.org/abs/1304.2024},
eprinttype = {arXiv},
eprint = {1304.2024},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-5159,
author = {Trong Nghia Hoang and
Kian Hsiang Low},
title = {Interactive {POMDP} Lite: Towards Practical Planning to Predict and
Exploit Intentions for Interacting with Self-Interested Agents},
journal = {CoRR},
volume = {abs/1304.5159},
year = {2013},
url = {http://arxiv.org/abs/1304.5159},
eprinttype = {arXiv},
eprint = {1304.5159},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-5159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-5826,
author = {Jie Chen and
Nannan Cao and
Kian Hsiang Low and
Ruofei Ouyang and
Colin Keng{-}Yan Tan and
Patrick Jaillet},
title = {Parallel Gaussian Process Regression with Low-Rank Covariance Matrix
Approximations},
journal = {CoRR},
volume = {abs/1305.5826},
year = {2013},
url = {http://arxiv.org/abs/1305.5826},
eprinttype = {arXiv},
eprint = {1305.5826},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-5826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-6129,
author = {Kian Hsiang Low and
John M. Dolan and
Pradeep K. Khosla},
title = {Information-Theoretic Approach to Efficient Adaptive Path Planning
for Mobile Robotic Environmental Sensing},
journal = {CoRR},
volume = {abs/1305.6129},
year = {2013},
url = {http://arxiv.org/abs/1305.6129},
eprinttype = {arXiv},
eprint = {1305.6129},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-6129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenLT13,
author = {Jie Chen and
Kian Hsiang Low and
Colin Keng{-}Yan Tan},
title = {Gaussian Process-Based Decentralized Data Fusion and Active Sensing
for Mobility-on-Demand System},
journal = {CoRR},
volume = {abs/1306.1491},
year = {2013},
url = {http://arxiv.org/abs/1306.1491},
eprinttype = {arXiv},
eprint = {1306.1491},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenLT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/LowCDCT12,
author = {Kian Hsiang Low and
Jie Chen and
John M. Dolan and
Steve A. Chien and
David R. Thompson},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {Decentralized active robotic exploration and mapping for probabilistic
field classification in environmental sensing},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {105--112},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2343591},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/LowCDCT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/NatarajanHLK12,
author = {Prabhu Natarajan and
Trong Nghia Hoang and
Kian Hsiang Low and
Mohan S. Kankanhalli},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {Decision-theoretic approach to maximizing observation of multiple
targets in multi-camera surveillance},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {155--162},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2343598},
timestamp = {Thu, 19 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/NatarajanHLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/HoangL12,
author = {Trong Nghia Hoang and
Kian Hsiang Low},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {Intention-aware planning under uncertainty for interacting with self-interested,
boundedly rational agents},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {1233--1234},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2343938},
timestamp = {Thu, 19 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/HoangL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/YuLOJ12,
author = {Jiangbo Yu and
Kian Hsiang Low and
Ali Oran and
Patrick Jaillet},
title = {Hierarchical Bayesian Nonparametric Approach to Modeling and Learning
the Wisdom of Crowds of Urban Traffic Route Planning Agents},
booktitle = {2012 {IEEE/WIC/ACM} International Conferences on Intelligent Agent
Technology, {IAT} 2012, Macau, China, December 4-7, 2012},
pages = {478--485},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/WI-IAT.2012.216},
doi = {10.1109/WI-IAT.2012.216},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/YuLOJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsc/NatarajanHLK12,
author = {Prabhu Natarajan and
Trong Nghia Hoang and
Kian Hsiang Low and
Mohan S. Kankanhalli},
title = {Decision-theoretic coordination and control for active multi-camera
surveillance in uncertain, partially observable environments},
booktitle = {Sixth International Conference on Distributed Smart Cameras, {ICDSC}
2012, Hong Kong, China, October 30 - Nov. 2, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6470158/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdsc/NatarajanHLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenLTOJDS12,
author = {Jie Chen and
Kian Hsiang Low and
Colin Keng{-}Yan Tan and
Ali Oran and
Patrick Jaillet and
John M. Dolan and
Gaurav S. Sukhatme},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Decentralized Data Fusion and Active Sensing with Mobile Sensors for
Modeling and Predicting Spatiotemporal Traffic Phenomena},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {163--173},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2279\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChenLTOJDS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-6230,
author = {Jie Chen and
Kian Hsiang Low and
Colin Keng{-}Yan Tan and
Ali Oran and
Patrick Jaillet and
John M. Dolan and
Gaurav S. Sukhatme},
title = {Decentralized Data Fusion and Active Sensing with Mobile Sensors for
Modeling and Predicting Spatiotemporal Traffic Phenomena},
journal = {CoRR},
volume = {abs/1206.6230},
year = {2012},
url = {http://arxiv.org/abs/1206.6230},
eprinttype = {arXiv},
eprint = {1206.6230},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-6230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-4275,
author = {Prabhu Natarajan and
Trong Nghia Hoang and
Kian Hsiang Low and
Mohan S. Kankanhalli},
title = {Decision-Theoretic Coordination and Control for Active Multi-Camera
Surveillance in Uncertain, Partially Observable Environments},
journal = {CoRR},
volume = {abs/1209.4275},
year = {2012},
url = {http://arxiv.org/abs/1209.4275},
eprinttype = {arXiv},
eprint = {1209.4275},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-4275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LowDK11,
author = {Kian Hsiang Low and
John M. Dolan and
Pradeep K. Khosla},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Active Markov information-theoretic path planning for robotic environmental
sensing},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {753--760},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2031725\&\#38;CFID=54178199\&\#38;CFTOKEN=61392764},
timestamp = {Tue, 19 Nov 2024 15:59:16 +0100},
biburl = {https://dblp.org/rec/conf/atal/LowDK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1101-5632,
author = {Kian Hsiang Low and
John M. Dolan and
Pradeep K. Khosla},
title = {Active Markov Information-Theoretic Path Planning for Robotic Environmental
Sensing},
journal = {CoRR},
volume = {abs/1101.5632},
year = {2011},
url = {http://arxiv.org/abs/1101.5632},
eprinttype = {arXiv},
eprint = {1101.5632},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1101-5632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/LowDK09,
author = {Kian Hsiang Low and
John M. Dolan and
Pradeep K. Khosla},
editor = {Alfonso Gerevini and
Adele E. Howe and
Amedeo Cesta and
Ioannis Refanidis},
title = {Information-Theoretic Approach to Efficient Adaptive Path Planning
for Mobile Robotic Environmental Sensing},
booktitle = {Proceedings of the 19th International Conference on Automated Planning
and Scheduling, {ICAPS} 2009, Thessaloniki, Greece, September 19-23,
2009},
publisher = {{AAAI}},
year = {2009},
url = {http://aaai.org/ocs/index.php/ICAPS/ICAPS09/paper/view/699},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aips/LowDK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LowDK08,
author = {Kian Hsiang Low and
John M. Dolan and
Pradeep K. Khosla},
editor = {Lin Padgham and
David C. Parkes and
J{\"{o}}rg P. M{\"{u}}ller and
Simon Parsons},
title = {Adaptive multi-robot wide-area exploration and mapping},
booktitle = {7th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2008), Estoril, Portugal, May 12-16, 2008, Volume
1},
pages = {23--30},
publisher = {{IFAAMAS}},
year = {2008},
url = {https://dl.acm.org/citation.cfm?id=1402392},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/LowDK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ar/WangLW07,
author = {Heng Wang and
Kian Hsiang Low and
Michael Yu Wang},
title = {Virtual circle mapping for master-slave hand systems},
journal = {Adv. Robotics},
volume = {21},
number = {1},
pages = {183--208},
year = {2007},
url = {https://doi.org/10.1163/156855307779293706},
doi = {10.1163/156855307779293706},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ar/WangLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/LowGDK07,
author = {Kian Hsiang Low and
Geoffrey J. Gordon and
John M. Dolan and
Pradeep K. Khosla},
title = {Adaptive Sampling for Multi-Robot Wide-Area Exploration},
booktitle = {2007 {IEEE} International Conference on Robotics and Automation, {ICRA}
2007, 10-14 April 2007, Roma, Italy},
pages = {755--760},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ROBOT.2007.363077},
doi = {10.1109/ROBOT.2007.363077},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/LowGDK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/WangLW07,
author = {Heng Wang and
Kian Hsiang Low and
Michael Yu Wang},
title = {A Transparent Bilateral Controller for Teleoperation Considering the
Transition of Motion},
booktitle = {2007 {IEEE} International Conference on Robotics and Automation, {ICRA}
2007, 10-14 April 2007, Roma, Italy},
pages = {4319--4324},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ROBOT.2007.364144},
doi = {10.1109/ROBOT.2007.364144},
timestamp = {Thu, 21 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/WangLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LowLA06,
author = {Kian Hsiang Low and
Wee Kheng Leow and
Marcelo H. Ang},
title = {Autonomic mobile sensor network with self-coordinated task allocation
and execution},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {36},
number = {3},
pages = {315--327},
year = {2006},
url = {https://doi.org/10.1109/TSMCC.2006.871590},
doi = {10.1109/TSMCC.2006.871590},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LowLA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/LowWLC05,
author = {Kian Hsiang Low and
Heng Wang and
Kim{-}Meow Liew and
Yiyu Cai},
title = {Modeling and Motion Control of Robotic Hand for Telemanipulation Application},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {15},
number = {2},
pages = {147--152},
year = {2005},
url = {https://doi.org/10.1142/S0218194005002270},
doi = {10.1142/S0218194005002270},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/LowWLC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LowLA05,
author = {Kian Hsiang Low and
Wee Kheng Leow and
Marcelo H. Ang Jr.},
title = {An Ensemble of Cooperative Extended Kohonen Maps for Complex Robot
Motion Tasks},
journal = {Neural Comput.},
volume = {17},
number = {6},
pages = {1411--1445},
year = {2005},
url = {https://doi.org/10.1162/0899766053630378},
doi = {10.1162/0899766053630378},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LowLA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/WangLWG05,
author = {Heng Wang and
Kian Hsiang Low and
Michael Yu Wang and
Feng Gong},
title = {A Mapping Method for Telemanipulation of the Non-Anthropomorphic Robotic
Hands with Initial Experimental Validation},
booktitle = {Proceedings of the 2005 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2005, April 18-22, 2005, Barcelona, Spain},
pages = {4218--4223},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ROBOT.2005.1570768},
doi = {10.1109/ROBOT.2005.1570768},
timestamp = {Thu, 21 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/WangLWG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LowLA04,
author = {Kian Hsiang Low and
Wee Kheng Leow and
Marcelo H. Ang Jr.},
editor = {Deborah L. McGuinness and
George Ferguson},
title = {Task Allocation via Self-Organizing Swarm Coalitions in Distributed
Mobile Sensor Network},
booktitle = {Proceedings of the Nineteenth National Conference on Artificial Intelligence,
Sixteenth Conference on Innovative Applications of Artificial Intelligence,
July 25-29, 2004, San Jose, California, {USA}},
pages = {28--33},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2004},
url = {http://www.aaai.org/Library/AAAI/2004/aaai04-005.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LowLA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/LowLA04,
author = {Kian Hsiang Low and
Wee Kheng Leow and
Marcelo H. Ang Jr.},
title = {Reactive, Distributed Layered Architecture for Resource-bounded Multi-robot
Cooperation: Application to Mobile Sensor Network Coverage},
booktitle = {Proceedings of the 2004 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2004, April 26 - May 1, 2004, New Orleans,
LA, {USA}},
pages = {3747--3752},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ROBOT.2004.1308851},
doi = {10.1109/ROBOT.2004.1308851},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/LowLA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LowLA03,
author = {Kian Hsiang Low and
Wee Kheng Leow and
Marcelo H. Ang},
title = {Action selection in continuous state and action spaces by cooperation
and competition of extended kohonen maps},
booktitle = {The Second International Joint Conference on Autonomous Agents {\&}
Multiagent Systems, {AAMAS} 2003, July 14-18, 2003, Melbourne, Victoria,
Australia, Proceedings},
pages = {1056--1057},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/860575.860793},
doi = {10.1145/860575.860793},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/LowLA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/LowLA03,
author = {Kian Hsiang Low and
Wee Kheng Leow and
Marcelo H. Ang Jr.},
title = {Enhancing the reactive capabilities of integrated planning and control
with cooperative extended kohonen maps},
booktitle = {Proceedings of the 2003 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2003, September 14-19, 2003, Taipei, Taiwan},
pages = {3428--3433},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ROBOT.2003.1242120},
doi = {10.1109/ROBOT.2003.1242120},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/LowLA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LowLA03,
author = {Kian Hsiang Low and
Wee Kheng Leow and
Marcelo H. Ang Jr.},
editor = {Georg Gottlob and
Toby Walsh},
title = {Action Selection for Single- and Multi-Robot Tasks Using Cooperative
Extended Kohonen Maps},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {1505--1506},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/254.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:41 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LowLA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LowLA02,
author = {Kian Hsiang Low and
Wee Kheng Leow and
Marcelo H. Ang},
title = {A hybrid mobile robot architecture with integrated planning and control},
booktitle = {The First International Joint Conference on Autonomous Agents {\&}
Multiagent Systems, {AAMAS} 2002, July 15-19, 2002, Bologna, Italy,
Proceedings},
pages = {219--226},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/544741.544797},
doi = {10.1145/544741.544797},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/LowLA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/LowLA02,
author = {Kian Hsiang Low and
Wee Kheng Leow and
Marcelo H. Ang},
title = {Integrated Planning and Control of Mobile Robot with Self-Organizing
Neural Network},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2002, May 11-15, 2002, Washington, DC, {USA}},
pages = {3870--3875},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ROBOT.2002.1014324},
doi = {10.1109/ROBOT.2002.1014324},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/LowLA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ZhouL01,
author = {Debao Zhou and
Kian Hsiang Low},
title = {Combined Use of Ground Learning Model and Active Compliance to the
Motion Control of Walking Robotic Legs},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2001, May 21-26, 2001, Seoul, Korea},
pages = {3159--3164},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ROBOT.2001.933103},
doi = {10.1109/ROBOT.2001.933103},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/ZhouL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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