Bin Zhang - RankMe

52 papers A* 10A 4B 3Misc 1Journal 27Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Graph of Verification: Structured Verification of LLM Reasoning with Directed Acyclic Graphs. AAAI Jiwei Fang, Bin Zhang, Changwei Wang, Jin Wan, Zhiwei Xu
2025	A*	`conf`	Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation. AAAI Dapeng Li, Na Lou, Zhiwei Xu, Bin Zhang, Guoliang Fan
2025	J	`jnl`	Graph of Verification: Structured Verification of LLM Reasoning with Directed Acyclic Graphs. CoRR Jiwei Fang, Bin Zhang, Changwei Wang, Jin Wan, Zhiwei Xu
2025	—	`conf`	PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-Consistency. DASFAA (2) Zhishuai Li, Xiang Wang, Jingjing Zhao, Sun Yang, Guoqing Du, Xiaoru Hu, Bin Zhang, Yuxiao Ye, Ziyue Li, Hangyu Mao, Rui Zhao
2025	J	`jnl`	QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning. Trans. Mach. Learn. Res. Yilun Kong, Hangyu Mao, Qi Zhao, Bin Zhang, Jingqing Ruan, Li Shen, Yongzhe Chang, Xueqian Wang, Rui Zhao, Dacheng Tao
2025	A*	`conf`	Reidentify: Context-Aware Identity Generation for Contextual Multi-Agent Reinforcement Learning. ICML Zhiwei Xu, Kun Hu, Xin Xin, Weiliang Meng, Yiwei Shi, Hangyu Mao, Bin Zhang, Dapeng Li, Jiangjin Yin
2025	A	`conf`	Unveiling Decision Intention for Cooperative Multi-Agent Reinforcement Learning. AAMAS Zeren Zhang, Zhiwei Xu, Guangchong Zhou, Dapeng Li, Bin Zhang, Guoliang Fan
2024	Misc	`conf`	Adaptive Parameter Sharing for Multi-Agent Reinforcement Learning. ICASSP Dapeng Li, Na Lou, Bin Zhang, Zhiwei Xu, Guoliang Fan
2024	J	`jnl`	Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation. CoRR Bin Zhang, Yuxiao Ye, Guoqing Du, Xiaoru Hu, Zhishuai Li, Sun Yang, Chi Harold Liu, Rui Zhao, Ziyue Li, Hangyu Mao
2024	J	`jnl`	Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning. CoRR Zhiwei Xu, Hangyu Mao, Nianmin Zhang, Xin Xin, Pengjie Ren, Dapeng Li, Bin Zhang, Guoliang Fan, Zhumin Chen, Changwei Wang, Jiangjin Yin
2024	—	`conf`	Decentralized Extension for Centralized Multi-Agent Reinforcement Learning via Online Distillation. ICONIP (3) Zeren Zhang, Bin Zhang, Guangchong Zhou, Dapeng Li, Zhiwei Xu, Guoliang Fan
2024	A	`conf`	From Explicit Communication to Tacit Cooperation: A Novel Paradigm for Cooperative MARL. AAMAS Dapeng Li, Zhiwei Xu, Bin Zhang, Guangchong Zhou, Zeren Zhang, Guoliang Fan
2024	—	`conf`	GATE: Guided Contrastive State Space for Multi-agent Reinforcement Learning. ICONIP (4) Hao Chen, Bin Zhang, Guoliang Fan
2024	A	`conf`	PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning. AAMAS Hangyu Mao, Rui Zhao, Ziyue Li, Zhiwei Xu, Hao Chen, Yiqun Chen, Bin Zhang, Zhen Xiao, Junge Zhang, Jiangjin Yin
2024	J	`jnl`	PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency. CoRR Zhishuai Li, Xiang Wang, Jingjing Zhao, Sun Yang, Guoqing Du, Xiaoru Hu, Bin Zhang, Yuxiao Ye, Ziyue Li, Rui Zhao, Hangyu Mao
2024	A*	`conf`	PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning. IJCAI Yiqun Chen, Hangyu Mao, Jiaxin Mao, Shiguang Wu, Tianle Zhang, Bin Zhang, Wei Yang, Hongxing Chang
2024	J	`jnl`	QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning. CoRR Yilun Kong, Hangyu Mao, Qi Zhao, Bin Zhang, Jingqing Ruan, Li Shen, Yongzhe Chang, Xueqian Wang, Rui Zhao, Dacheng Tao
2024	B	`conf`	SGCD: Subgroup Contribution Decomposition for Multi-Agent Reinforcement Learning. IJCNN Hao Chen, Bin Zhang, Guoliang Fan
2024	A*	`conf`	Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach. ICML Bin Zhang, Hangyu Mao, Lijuan Li, Zhiwei Xu, Dapeng Li, Rui Zhao, Guoliang Fan
2024	—	`conf`	TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems. EMNLP (Industry Track) Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shiwei Shi, Du Qing, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao, Xueqian Wang
2024	J	`jnl`	Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning. CoRR Dapeng Li, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin, Dongmei Zhang, Qi Zhang, Zhiwei Xu, Bin Zhang, Guoliang Fan
2023	J	`jnl`	Adaptive parameter sharing for multi-agent reinforcement learning. CoRR Dapeng Li, Na Lou, Bin Zhang, Zhiwei Xu, Guoliang Fan
2023	A*	`conf`	Consensus Learning for Cooperative Multi-Agent Reinforcement Learning. AAAI Zhiwei Xu, Bin Zhang, Dapeng Li, Zeren Zhang, Guangchong Zhou, Hao Chen, Guoliang Fan
2023	J	`jnl`	Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach. CoRR Bin Zhang, Hangyu Mao, Jingqing Ruan, Ying Wen, Yang Li, Shao Zhang, Zhiwei Xu, Dapeng Li, Ziyue Li, Rui Zhao, Lijuan Li, Guoliang Fan
2023	A*	`conf`	Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL. NeurIPS Zhiwei Xu, Bin Zhang, Dapeng Li, Guangchong Zhou, Zeren Zhang, Guoliang Fan
2023	J	`jnl`	Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative Multi-Agent Reinforcement Learning. CoRR Zhiwei Xu, Bin Zhang, Dapeng Li, Guangchong Zhou, Zeren Zhang, Guoliang Fan
2023	J	`jnl`	From Explicit Communication to Tacit Cooperation: A Novel Paradigm for Cooperative MARL. CoRR Dapeng Li, Zhiwei Xu, Bin Zhang, Guoliang Fan
2023	A*	`conf`	HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism. AAAI Zhiwei Xu, Yunpeng Bai, Bin Zhang, Dapeng Li, Guoliang Fan
2023	A*	`conf`	Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning. IJCAI Bin Zhang, Lijuan Li, Zhiwei Xu, Dapeng Li, Guoliang Fan
2023	J	`jnl`	Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning. CoRR Bin Zhang, Lijuan Li, Zhiwei Xu, Dapeng Li, Guoliang Fan
2023	J	`jnl`	PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning. CoRR Hangyu Mao, Rui Zhao, Ziyue Li, Zhiwei Xu, Hao Chen, Yiqun Chen, Bin Zhang, Zhen Xiao, Junge Zhang, Jiangjin Yin
2023	B	`conf`	SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning. IJCNN Dapeng Li, Zhiwei Xu, Bin Zhang, Guoliang Fan
2023	J	`jnl`	SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning. CoRR Dapeng Li, Zhiwei Xu, Bin Zhang, Guoliang Fan
2023	J	`jnl`	Stackelberg Decision Transformer for Asynchronous Action Coordination in Multi-Agent Systems. CoRR Bin Zhang, Hangyu Mao, Lijuan Li, Zhiwei Xu, Dapeng Li, Rui Zhao, Guoliang Fan
2023	J	`jnl`	TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems. CoRR Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shiwei Shi, Guoqing Du, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao
2023	J	`jnl`	TPTU: Task Planning and Tool Usage of Large Language Model-based AI Agents. CoRR Jingqing Ruan, Yihong Chen, Bin Zhang, Zhiwei Xu, Tianpeng Bao, Guoqing Du, Shiwei Shi, Hangyu Mao, Xingyu Zeng, Rui Zhao
2022	J	`jnl`	Consensus Learning for Cooperative Multi-Agent Reinforcement Learning. CoRR Zhiwei Xu, Bin Zhang, Dapeng Li, Zeren Zhang, Guangchong Zhou, Guoliang Fan
2022	B	`conf`	Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution. IJCNN Yunpeng Bai, Chen Gong, Bin Zhang, Guoliang Fan, Xinwen Hou, Yu Liu
2022	J	`jnl`	DSLN: Dual-tutor student learning network for multiracial glaucoma detection. Neural Comput. Appl. Yanfei Guo, Yanjun Peng, Jindong Sun, Dapeng Li, Bin Zhang
2022	J	`jnl`	Efficient Cooperation Strategy Generation in Multi-Agent Video Games via Hypergraph Neural Network. CoRR Bin Zhang, Yunpeng Bai, Zhiwei Xu, Dapeng Li, Guoliang Fan
2022	—	`conf`	Efficient Policy Generation in Multi-agent Systems via Hypergraph Neural Network. ICONIP (2) Bin Zhang, Yunpeng Bai, Zhiwei Xu, Dapeng Li, Guoliang Fan
2022	J	`jnl`	MMNet: A multi-scale deep learning network for the left ventricular segmentation of cardiac MRI images. Appl. Intell. Ziyue Wang, Yanjun Peng, Dapeng Li, Yanfei Guo, Bin Zhang
2022	A*	`conf`	Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning. NeurIPS Zhiwei Xu, Dapeng Li, Bin Zhang, Yuan Zhan, Yunpeng Bai, Guoliang Fan
2022	J	`jnl`	Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning. CoRR Zhiwei Xu, Dapeng Li, Bin Zhang, Yuan Zhan, Yunpeng Bai, Guoliang Fan
2022	—	`conf`	Multi-Agent Hyper-Attention Policy Optimization. ICONIP (1) Bin Zhang, Zhiwei Xu, Yiqun Chen, Dapeng Li, Yunpeng Bai, Guoliang Fan, Lijuan Li
2022	J	`jnl`	PTDE: Personalized Training with Distillated Execution for Multi-Agent Reinforcement Learning. CoRR Yiqun Chen, Hangyu Mao, Tianle Zhang, Shiguang Wu, Bin Zhang, Jianye Hao, Dong Li, Bin Wang, Hongxing Chang
2022	A	`conf`	SIDE: State Inference for Partially Observable Cooperative Multi-Agent Reinforcement Learning. AAMAS Zhiwei Xu, Yunpeng Bai, Dapeng Li, Bin Zhang, Guoliang Fan
2021	J	`jnl`	HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism. CoRR Zhiwei Xu, Yunpeng Bai, Bin Zhang, Dapeng Li, Guoliang Fan
2021	—	`conf`	Learning to Coordinate via Multiple Graph Neural Networks. ICONIP (3) Zhiwei Xu, Bin Zhang, Yunpeng Bai, Dapeng Li, Guoliang Fan
2021	J	`jnl`	Learning to Coordinate via Multiple Graph Neural Networks. CoRR Zhiwei Xu, Bin Zhang, Yunpeng Bai, Dapeng Li, Guoliang Fan
2021	J	`jnl`	SIDE: I Infer the State I Want to Learn. CoRR Zhiwei Xu, Yunpeng Bai, Dapeng Li, Bin Zhang, Guoliang Fan
2021	J	`jnl`	Value Function Factorisation with Hypergraph Convolution for Cooperative Multi-agent Reinforcement Learning. CoRR Yunpeng Bai, Chen Gong, Bin Zhang, Guoliang Fan, Xinwen Hou