An Effective Implicit Multi-interest Interaction Network for Recommendation. - Wei Yang 041; Xinxin Fan; Yiqun Chen 004; Feimo Li; Hongxing Chang (ICONIP (4), 2021)

Multi-Agent Hyper-Attention Policy Optimization. - Bin Zhang 052; Zhiwei Xu 005; Yiqun Chen 004; Dapeng Li 001; Yunpeng Bai; Guoliang Fan; Lijuan Li 002 (ICONIP (1), 2022)

Commander-Soldiers Reinforcement Learning for Cooperative Multi-Agent Systems. - Yiqun Chen 004; Wei Yang 041; Tianle Zhang; Shiguang Wu 001; Hongxing Chang (IJCNN, 2022)

PTDE: Personalized Training with Distillated Execution for Multi-Agent Reinforcement Learning. - Yiqun Chen 004; Hangyu Mao; Tianle Zhang; Shiguang Wu 001; Bin Zhang 052; Jianye Hao; Dong Li 016; Bin Wang 034; Hongxing Chang (CoRR, 2022)

Transformer in Transformer as Backbone for Deep Reinforcement Learning. - Hangyu Mao; Rui Zhao 001; Hao Chen 011; Jianye Hao; Yiqun Chen 004; Dong Li 016; Junge Zhang; Zhen Xiao (CoRR, 2022)

PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning. - Hangyu Mao; Rui Zhao 001; Ziyue Li 002; Zhiwei Xu 005; Hao Chen 103; Yiqun Chen 004; Bin Zhang 052; Zhen Xiao; Junge Zhang; Jiangjin Yin (AAMAS, 2024)

PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning. - Yiqun Chen 004; Hangyu Mao; Jiaxin Mao; Shiguang Wu 001; Tianle Zhang; Bin Zhang 052; Wei Yang 041; Hongxing Chang (IJCAI, 2024)

TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy. - Yiqun Chen 004; Qi Liu 071; Yi Zhang 050; Weiwei Sun 001; Daiting Shi; Jiaxin Mao; Dawei Yin (CoRR, 2024)

TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy. - Yiqun Chen 004; Qi Liu 071; Yi Zhang 050; Weiwei Sun 001; Xinyu Ma; Wei Yang 041; Daiting Shi; Jiaxin Mao; Dawei Yin (WWW, 2025)

MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification. - Yiqun Chen 004; Jiaxin Mao; Yi Zhang 050; Dehong Ma; Long Xia; Jun Fan; Daiting Shi; Zhicong Cheng; Simiu Gu; Dawei Yin (WWW, 2025)

Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning. - Yiqun Chen 004; Lingyong Yan; Weiwei Sun 001; Xinyu Ma; Yi Zhang 050; Shuaiqiang Wang; Dawei Yin; Yiming Yang; Jiaxin Mao (CoRR, 2025)

LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document Reranking. - Qi Liu 071; Haozhe Duan; Yiqun Chen 004; Quanfeng Lu; Weiwei Sun 001; Jiaxin Mao (CoRR, 2025)

Leveraging LLMs to Evaluate Usefulness of Document. - Xingzhu Wang; Erhan Zhang; Yiqun Chen 004; Jinghan Xuan; Yucheng Hou; Yitong Xu; Ying Nie; Shuaiqiang Wang; Dawei Yin; Jiaxin Mao (CoRR, 2025)

MAO-ARAG: Multi-Agent Orchestration for Adaptive Retrieval-Augmented Generation. - Yiqun Chen 004; Erhan Zhang; Lingyong Yan; Shuaiqiang Wang; Jizhou Huang; Dawei Yin; Jiaxin Mao (CoRR, 2025)