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2020 – today
- 2026
[j7]Minggui Liang, Shaohuan Zu
, Zifei Li, Wenlu Liu, Haojun Chen, Zhengyu Tan:
Seismic random noise attenuation using structure-oriented 3D curvelet transform. Comput. Geosci. 206: 106020 (2026)- [j6]Minggui Liang, Shaohuan Zu, Zifei Li, Wenlu Liu, Haojun Chen, Zhengyu Tan:
Corrigendum to "Seismic random noise attenuation using structure-oriented 3D curvelet transform" [Comput. Geosci. 206 (2026) 106020]. Comput. Geosci. 206: 106044 (2026) - [j5]Shengsheng Lin, Weiwei Lin, Wentai Wu, Haojun Chen, C. L. Philip Chen:
SparseTSF: Lightweight and Robust Time Series Forecasting via Sparse Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 48(1): 170-183 (2026) - [i9]Haojun Chen, Zili Zou, Chengdong Ma, Yaoxiang Pu, Haotong Zhang, Yuanpei Chen, Yaodong Yang:
Accelerating Robotic Reinforcement Learning with Agent Guidance. CoRR abs/2602.11978 (2026) - 2025
- [j4]Shengsheng Lin, Weiwei Lin, Feiyu Zhao, Haojun Chen:
Benchmarking and revisiting time series forecasting methods in cloud workload prediction. Clust. Comput. 28(1): 71 (2025) - [c8]Haojun Chen, Minghao Liu, Chengdong Ma, Xiaojian Ma, Zailin Ma, Huimin Wu, Yuanpei Chen, Yifan Zhong, Mingzhi Wang, Qing Li, Yaodong Yang:
Falcon: Fast Visuomotor Policies via Partial Denoising. ICML 2025 - [c7]Shengsheng Lin, Haojun Chen, Haijie Wu, Chunyun Qiu, Weiwei Lin:
Temporal Query Network for Efficient Multivariate Time Series Forecasting. ICML 2025 - [i8]Haojun Chen, Minghao Liu, Xiaojian Ma, Zailin Ma, Huimin Wu, Chengdong Ma, Yuanpei Chen, Yifan Zhong, Mingzhi Wang, Qing Li, Yaodong Yang:
Falcon: Fast Visuomotor Policies via Partial Denoising. CoRR abs/2503.00339 (2025) - [i7]Shengsheng Lin, Haojun Chen, Haijie Wu, Chunyun Qiu, Weiwei Lin:
Temporal Query Network for Efficient Multivariate Time Series Forecasting. CoRR abs/2505.12917 (2025) - [i6]David Mguni, Yaqi Sun, Haojun Chen, Amir Darabi, Larry Olanrewaju Orimoloye, Yaodong Yang:
Fault Tolerant Multi-Agent Learning with Adversarial Budget Constraints. CoRR abs/2508.08800 (2025) - [i5]Chengdong Ma, Théo Tao Zhaowei, Pengyu Li, Minghao Liu, Haojun Chen, Zihao Mao, Yuan Cheng, Yuan Qi, Yaodong Yang:
Finding Kissing Numbers with Game-theoretic Reinforcement Learning. CoRR abs/2511.13391 (2025) - 2024
- [j3]Weiqi Lin, Qianshan He, Tiantao Cheng, Haojun Chen, Chao Liu, Jie Liu, Zhecheng Hong, Xinrong Hu, Yiyuan Guo:
A Method for Retrieving Cloud Microphysical Properties Using Combined Measurement of Millimeter-Wave Radar and Lidar. Remote. Sens. 16(3): 586 (2024) - [c6]Shengsheng Lin, Weiwei Lin, Wentai Wu, Haojun Chen, Junjie Yang:
SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters. ICML 2024: 30211-30226 - [c5]Yifan Zhong, Chengdong Ma, Xiaoyuan Zhang, Ziran Yang, Haojun Chen, Qingfu Zhang, Siyuan Qi, Yaodong Yang:
Panacea: Pareto Alignment via Preference Adaptation for LLMs. NeurIPS 2024 - [i4]Yifan Zhong, Chengdong Ma, Xiaoyuan Zhang, Ziran Yang, Haojun Chen, Qingfu Zhang, Siyuan Qi, Yaodong Yang:
Panacea: Pareto Alignment via Preference Adaptation for LLMs. CoRR abs/2402.02030 (2024) - [i3]Shengsheng Lin, Weiwei Lin, Wentai Wu, Haojun Chen, Junjie Yang:
SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters. CoRR abs/2405.00946 (2024) - 2023
- [c4]David Henry Mguni, Haojun Chen, Taher Jafferjee, Jianhong Wang, Longfei Yue, Xidong Feng, Stephen Marcus McAleer, Feifei Tong, Jun Wang, Yaodong Yang:
MANSA: Learning Fast and Slow in Multi-Agent Systems. ICML 2023: 24631-24658 - [i2]David Mguni, Taher Jafferjee, Haojun Chen, Jianhong Wang, Long Fei, Xidong Feng, Stephen McAleer, Feifei Tong, Jun Wang, Yaodong Yang:
MANSA: Learning Fast and Slow in Multi-Agent Systems. CoRR abs/2302.05910 (2023) - [i1]Jun Wang, Haojun Chen, Zihe Sun, Yiannis Kantaros:
Verified Compositional Neuro-Symbolic Control for Stochastic Systems with Temporal Logic Tasks. CoRR abs/2311.10863 (2023)
2010 – 2019
- 2012
- [j2]Mingyuan Zhou, Haojun Chen, John W. Paisley, Lu Ren, Lingbo Li, Zhengming Xing, David B. Dunson, Guillermo Sapiro, Lawrence Carin:
Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images. IEEE Trans. Image Process. 21(1): 130-144 (2012) - 2011
- [c3]Haojun Chen, David B. Dunson, Lawrence Carin:
Topic Modeling with Nonparametric Markov Tree. ICML 2011: 377-384 - 2010
- [j1]Lihan He, Haojun Chen, Lawrence Carin:
Tree-Structured Compressive Sensing With Variational Bayesian Analysis. IEEE Signal Process. Lett. 17(3): 233-236 (2010)
2000 – 2009
- 2009
- [c2]Mingyuan Zhou, Haojun Chen, John W. Paisley, Lu Ren, Guillermo Sapiro, Lawrence Carin:
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations. NIPS 2009: 2295-2303 - 2005
- [c1]Lu Ren, Mengdao Xing, Zheng Bao, Haojun Chen:
Adaptive despeckling SAR images based on scale space correlation. ICASSP (2) 2005: 1013-1016
Coauthor Index
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