GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection.

Mingjie Zhong Kai Yao Zhenghan Song Kaixin Wu Mingjie Zhong Danzhao Cheng Zhaorui Tan Yixin Ji Penglei Gao GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection. EACL (Volume 1: Long Papers) 2026 4401-4416 conf/eacl/2026-1 https://aclanthology.org/2026.eacl-long.206/ db/conf/eacl/eacl2026-1.html#YaoSWZCTJG26 streams/conf/eacl

Mingjie Zhong Jun Zhang Yifan Yang Weidong Xu Incremental robust predictive control for anti-pitching in catamarans with appendage constraints. 3180-3189 2025 47 Trans. Inst. Meas. Control 16 https://doi.org/10.1177/01423312241279923 db/journals/tinstmc/tinstmc47.html#ZhongZYX25 streams/journals/tinstmc

Zeyuan Chen Haiyan Wu Kaixin Wu Wei Chen 0158 Mingjie Zhong Jia Xu 0013 Zhongyi Liu 0001 Wei Zhang 0056 Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting. 784-793 2025 COLING (Industry) https://aclanthology.org/2025.coling-industry.65/ conf/coling/2025i db/conf/coling/coling2025i.html#ChenWW0Z0L025 Qi Zheng Mingjie Zhong Saisai Gong Huimin Jiang 0003 Kaixin Wu Hong Liu Jia Xu 0013 Linjian Mo MAAQR: An LLM-based Multi-Agent Framework for Adaptive Query Rewriting in Alipay Search. 4289-4293 2025 SIGIR https://doi.org/10.1145/3726302.3731950 conf/sigir/2025 db/conf/sigir/sigir2025.html#ZhengZGJWL0M25 Yedan Shen Kaixin Wu Yuechen Ding Jingyuan Wen Hong Liu Mingjie Zhong Zhouhan Lin Jia Xu 0013 Linjian Mo Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search. 4294-4298 2025 SIGIR https://doi.org/10.1145/3726302.3731951 conf/sigir/2025 db/conf/sigir/sigir2025.html#ShenWDWLZLXM25

Yedan Shen Kaixin Wu Yuechen Ding Jingyuan Wen Hong Liu Mingjie Zhong Zhouhan Lin Jia Xu 0013 Linjian Mo Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search. 2025 March abs/2503.21098 CoRR https://doi.org/10.48550/arXiv.2503.21098 db/journals/corr/corr2503.html#abs-2503-21098 streams/journals/corr

Songhao Wu Quan Tu Mingjie Zhong Hong Liu Jia Xu 0013 Jinjie Gu Rui Yan 0001 Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking. 2025 May abs/2505.14180 CoRR https://doi.org/10.48550/arXiv.2505.14180 db/journals/corr/corr2505.html#abs-2505-14180 streams/journals/corr

Songhao Wu Quan Tu Mingjie Zhong Hong Liu Jia Xu 0013 Jinjie Gu Rui Yan 0001 Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking. 2564-2574 2024 CIKM https://doi.org/10.1145/3627673.3679661 conf/cikm/2024 db/conf/cikm/cikm2024.html#WuTZLXG024 Guanghu Yuan Jieyu Yang Shujie Li 0001 Mingjie Zhong Ang Li 0043 Ke Ding Yong He 0009 Min Yang 0007 Liang Zhang Xiaolu Zhang Linjian Mo MMLRec: A Unified Multi-Task and Multi-Scenario Learning Benchmark for Recommendation. 3063-3072 2024 CIKM https://doi.org/10.1145/3627673.3679691 conf/cikm/2024 db/conf/cikm/cikm2024.html#YuanYLZLD00ZZM24 Yixin Ji Kaixin Wu Juntao Li 0005 Wei Chen 0158 Mingjie Zhong Jia Xu 0013 Min Zhang 0005 Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering. 7598-7610 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.446 https://aclanthology.org/2024.findings-emnlp.446 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#JiWL0ZJ024

Zeyuan Chen Haiyan Wu Kaixin Wu Wei Chen 0158 Mingjie Zhong Jia Xu 0013 Zhongyi Liu 0001 Wei Zhang 0056 Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting. 2024 abs/2408.09439 CoRR https://doi.org/10.48550/arXiv.2408.09439 db/journals/corr/corr2408.html#abs-2408-09439 streams/journals/corr

Weidong Xu Jun Zhang Mingjie Zhong Anti-pitching of high-speed multihull ships based on incremental predictive control. 1737-1752 2023 November 237 J. Syst. Control. Eng. 10 https://doi.org/10.1177/09596518231186469 db/journals/jsce/jsce237.html#XuZZ23

Youru Li Xiaobo Guo Wenfang Lin Mingjie Zhong Qunwei Li Zhongyi Liu 0001 Wenliang Zhong Zhenfeng Zhu Learning Dynamic User Interest Sequence in Knowledge Graphs for Click-Through Rate Prediction. 647-657 2023 35 IEEE Trans. Knowl. Data Eng. 1 https://doi.org/10.1109/TKDE.2021.3073717 db/journals/tkde/tkde35.html#LiGLZLLZZ23

Feng Zhu 0011 Mingjie Zhong Xinxing Yang Longfei Li Lu Yu 0006 Tiehua Zhang Jun Zhou 0011 Chaochao Chen 0001 Fei Wu 0001 Guanfeng Liu 0001 Yan Wang 0002 DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation. 3113-3125 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00239 conf/icde/2023 db/conf/icde/icde2023.html#ZhuZYL0ZZ0W0W23 Weifan Wang 0005 Binbin Hu Zhicheng Peng Mingjie Zhong Zhiqiang Zhang 0012 Zhongyi Liu 0001 Guannan Zhang Jun Zhou 0011 GARCIA: Powering Representations of Long-tail Query with Multi-granularity Contrastive Learning. 3182-3195 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00244 conf/icde/2023 db/conf/icde/icde2023.html#0005HPZZLZZ23

Weifan Wang 0005 Binbin Hu Zhicheng Peng Mingjie Zhong Zhiqiang Zhang 0012 Zhongyi Liu 0001 Guannan Zhang Jun Zhou 0011 GARCIA: Powering Representations of Long-tail Query with Multi-granularity Contrastive Learning. 2023 abs/2304.12537 CoRR https://doi.org/10.48550/arXiv.2304.12537 db/journals/corr/corr2304.html#abs-2304-12537

Mingjie Zhong Zhijun Ding Haichun Sun Pengwei Wang 0001 A Self-learning Clustering Algorithm Based on Clustering Coefficient. 79-94 2014 WISE (1) https://doi.org/10.1007/978-3-319-11749-2_6 conf/wise/2014-1 db/conf/wise/wise2014-1.html#ZhongDSW14 Chaochao Chen 0001 Wei Chen 0158 Zeyuan Chen Danzhao Cheng Ke Ding Yuechen Ding Zhijun Ding Penglei Gao Saisai Gong Jinjie Gu Xiaobo Guo Yong He 0009 Binbin Hu Yixin Ji Huimin Jiang 0003 Ang Li 0043 Juntao Li 0005 Longfei Li Qunwei Li Shujie Li 0001 Youru Li Wenfang Lin Zhouhan Lin Guanfeng Liu 0001 Hong Liu Zhongyi Liu 0001 Linjian Mo Zhicheng Peng Yedan Shen Zhenghan Song Haichun Sun Zhaorui Tan Quan Tu Pengwei Wang 0001 Weifan Wang 0005 Yan Wang 0002 Jingyuan Wen Fei Wu 0001 Haiyan Wu Kaixin Wu Songhao Wu Jia Xu 0013 Weidong Xu Rui Yan 0001 Jieyu Yang Min Yang 0007 Xinxing Yang Yifan Yang Kai Yao Lu Yu 0006 Guanghu Yuan Guannan Zhang Jun Zhang Liang Zhang Min Zhang 0005 Tiehua Zhang Wei Zhang 0056 Xiaolu Zhang Zhiqiang Zhang 0012 Qi Zheng Leon Wenliang ZhongWenliang Zhong Jun Zhou 0011 Feng Zhu 0011 Zhenfeng Zhu