Shuyue Hu - RankMe

90 papers A* 17A 7B 2Journal 52Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Adaptive Theory of Mind for LLM-based Multi-Agent Coordination. AAAI Chunjiang Mu, Ya Zeng, Qiaosheng Zhang, Kun Shao, Chen Chu, Hao Guo, Danyang Jia, Zhen Wang, Shuyue Hu
2026	J	`jnl`	Adaptive Theory of Mind for LLM-based Multi-Agent Coordination. CoRR Chunjiang Mu, Ya Zeng, Qiaosheng Zhang, Kun Shao, Chen Chu, Hao Guo, Danyang Jia, Zhen Wang, Shuyue Hu
2026	J	`jnl`	Beyond Gemini-3-Pro: Revisiting LLM Routing and Aggregation at Scale. CoRR Shengji Tang, Weihao Lin, Jingqi Ye, Hao Li, Bo Zhang, Shuyue Hu, Tao Chen, Wangli Ouyang, Lei Bai, Peng Ye
2026	A*	`conf`	Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute. AAAI Jianhao Chen, Zishuo Xun, Bocheng Zhou, Han Qi, Hangfan Zhang, Qiaosheng Zhang, Yang Chen, Wei Hu, Yuzhong Qu, Shuyue Hu
2026	A*	`conf`	ICL-Router: In-Context Learned Model Representations for LLM Routing. AAAI Chenxu Wang, Hao Li, Yiqun Zhang, Linyao Chen, Jianhao Chen, Ping Jian, Qiaosheng Zhang, Shuyue Hu
2026	J	`jnl`	LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing. CoRR Hao Li, Yiqun Zhang, Zhaoyan Guo, Chenxu Wang, Shengji Tang, Qiaosheng Zhang, Yang Chen, Biqing Qi, Peng Ye, Lei Bai, Zhen Wang, Shuyue Hu
2026	J	`jnl`	MARTI-MARS CoRR Shijie Wang, Pengfei Li, Yikun Fu, Kaifeng Liu, Fangyuan Li, Yang Liu, Xiaowei Sun, Zonglin Li, Siyao Zhao, Jian Zhao, Kai Tian, Dong Li, Junqi Gao, Yutong Zhang, Yiqun Chen, Yuqiang Li, Zoe Li, Weinan Zhang, Peng Ye, Shuyue Hu, Lei Bai, Bowen Zhou, Kaiyan Zhang, Biqing Qi
2026	J	`jnl`	Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs. Trans. Mach. Learn. Res. Chang Yang, Ruiyu Wang, Junzhe Jiang, Qi Jiang, Qinggang Zhang, Yanchen Deng, Shuxin Li, Shuyue Hu, Bo Li, Florian T. Pokorny, Xiao Huang, Xinrun Wang
2026	J	`jnl`	Organizing, Orchestrating, and Benchmarking Agent Skills at Ecosystem Scale. CoRR Hao Li, Chunjiang Mu, Jianhao Chen, Siyue Ren, Zhiyao Cui, Yiqun Zhang, Lei Bai, Shuyue Hu
2026	J	`jnl`	Stabilizing Rubric Integration Training via Decoupled Advantage Normalization. CoRR Zelin Tan, Zhouliang Yu, Bohan Lin, Zijie Geng, Hejia Geng, Yudong Zhang, Mulei Zhang, Yang Chen, Shuyue Hu, Zhenfei Yin, Chen Zhang, Lei Bai
2026	A*	`conf`	The Avengers: A Routing Recipe for Collective Intelligence in Language Models. AAAI Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Xinrun Wang, Xu Jia, Lei Bai, Shuyue Hu
2025	J	`jnl`	A formal model for multiagent Q-learning on graphs. Sci. China Inf. Sci. Jinzhuo Liu, Guangchen Jiang, Chen Chu, Yong Li, Zhen Wang, Shuyue Hu
2025	—	`conf`	Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing. DAI Yiqun Zhang, Hao Li, Jianhao Chen, Hangfan Zhang, Peng Ye, Lei Bai, Shuyue Hu
2025	J	`jnl`	Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing. CoRR Yiqun Zhang, Hao Li, Jianhao Chen, Hangfan Zhang, Peng Ye, Lei Bai, Shuyue Hu
2025	J	`jnl`	Beyond the Tragedy of the Commons: Building A Reputation System for Generative Multi-agent Systems. CoRR Siyue Ren, Wanli Fu, Xinkun Zou, Chen Shen, Yi Cai, Chen Chu, Zhen Wang, Shuyue Hu
2025	J	`jnl`	Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging. CoRR Shenghe Zheng, Hongzhi Wang, Chenyu Huang, Xiaohui Wang, Tao Chen, Jiayuan Fan, Shuyue Hu, Peng Ye
2025	J	`jnl`	Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute. CoRR Jianhao Chen, Zishuo Xun, Bocheng Zhou, Han Qi, Qiaosheng Zhang, Yang Chen, Wei Hu, Yuzhong Qu, Wanli Ouyang, Shuyue Hu
2025	J	`jnl`	EvoFlow: Evolving Diverse Agentic Workflows On The Fly. CoRR Guibin Zhang, Kaijie Chen, Guancheng Wan, Heng Chang, Hong Cheng, Kun Wang, Shuyue Hu, Lei Bai
2025	A*	`conf`	Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models. ICML Zhongtian Ma, Qiaosheng Zhang, Bocheng Zhou, Yexin Zhang, Shuyue Hu, Zhen Wang
2025	J	`jnl`	ICL-Router: In-Context Learned Model Representations for LLM Routing. CoRR Chenxu Wang, Hao Li, Yiqun Zhang, Linyao Chen, Jianhao Chen, Ping Jian, Peng Ye, Qiaosheng Zhang, Shuyue Hu
2025	J	`jnl`	If Multi-Agent Debate is the Answer, What is the Question? CoRR Hangfan Zhang, Zhiyao Cui, Xinrun Wang, Qiaosheng Zhang, Zhen Wang, Dinghao Wu, Shuyue Hu
2025	J	`jnl`	Large Language Models are Near-Optimal Decision-Makers with a Non-Human Learning Behavior. CoRR Hao Li, Gengrui Zhang, Petter Holme, Shuyue Hu, Zhen Wang
2025	J	`jnl`	Learning Compact Representations of LLM Abilities via Item Response Theory. CoRR Jianhao Chen, Chenxu Wang, Gengrui Zhang, Peng Ye, Lei Bai, Wei Hu, Yuzhong Qu, Shuyue Hu
2025	J	`jnl`	MemVerse: Multimodal Memory for Lifelong Learning Agents. CoRR Junming Liu, Yifei Sun, Weihua Cheng, Haodong Lei, Yirong Chen, Licheng Wen, Xuemeng Yang, Daocheng Fu, Pinlong Cai, Nianchen Deng, Yi Yu, Shuyue Hu, Botian Shi, Ding Wang
2025	J	`jnl`	Nature-Inspired Population-Based Evolution of Large Language Models. CoRR Yiqun Zhang, Peng Ye, Xiaocui Yang, Shi Feng, Shufei Zhang, Lei Bai, Wanli Ouyang, Shuyue Hu
2025	J	`jnl`	Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs. CoRR Chang Yang, Ruiyu Wang, Junzhe Jiang, Qi Jiang, Qinggang Zhang, Yanchen Deng, Shuxin Li, Shuyue Hu, Bo Li, Florian T. Pokorny, Xiao Huang, Xinrun Wang
2025	J	`jnl`	Open-Source LLMs Collaboration Beats Closed-Source LLMs: A Scalable Multi-Agent System. CoRR Shengji Tang, Jianjian Cao, Weihao Lin, Jiale Hong, Bo Zhang, Shuyue Hu, Lei Bai, Tao Chen, Wanli Ouyang, Peng Ye
2025	J	`jnl`	Payoff Control in Multichannel Games: Influencing Opponent Learning Evolution. IEEE Trans. Cybern. Juan Shi, Chen Chu, Guoxi Fan, Die Hu, Jinzhuo Liu, Zhen Wang, Shuyue Hu
2025	J	`jnl`	PerPilot: Personalizing VLM-based Mobile Agents via Memory and Exploration. CoRR Xin Wang, Zhiyao Cui, Hao Li, Ya Zeng, Chenxu Wang, Ruiqi Song, Yihang Chen, Kun Shao, Qiaosheng Zhang, Jinzhuo Liu, Siyue Ren, Shuyue Hu, Zhen Wang
2025	J	`jnl`	PhysicsMinions: Winning Gold Medals in the Latest Physics Olympiads with a Coevolutionary Multimodal Multi-Agent System. CoRR Fangchen Yu, Junchi Yao, Ziyi Wang, Haiyuan Wan, Youling Huang, Bo Zhang, Shuyue Hu, Dongzhan Zhou, Ning Ding, Ganqu Cui, Lei Bai, Wanli Ouyang, Peng Ye
2025	J	`jnl`	Provably efficient information-directed sampling algorithms for multi-agent reinforcement learning. Artif. Intell. Qiaosheng Zhang, Chenjia Bai, Shuyue Hu, Zhen Wang, Xuelong Li
2025	J	`jnl`	ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning. CoRR Ziyu Wan, Yunxiang Li, Yan Song, Hanjing Wang, Linyi Yang, Mark Schmidt, Jun Wang, Weinan Zhang, Shuyue Hu, Ying Wen
2025	J	`jnl`	Regret Minimization in Population Network Games: Vanishing Heterogeneity and Convergence to Equilibria. CoRR Die Hu, Shuyue Hu, Chunjiang Mu, Shiqi Fan, Chen Chu, Jinzhuo Liu, Zhen Wang
2025	J	`jnl`	Regret Minimization in Population Network Games: Vanishing Heterogeneity and Convergence to Equilibria. IEEE Trans. Neural Networks Learn. Syst. Die Hu, Shuyue Hu, Chunjiang Mu, Shiqi Fan, Chen Chu, Jinzhuo Liu, Zhen Wang
2025	A*	`conf`	Reinforcement Learning for Large Language Models via Group Preference Reward Shaping. EMNLP Huaisheng Zhu, Siyuan Xu, Hangfan Zhang, Teng Xiao, Zhimeng Guo, Shijie Zhou, Shuyue Hu, Vasant G. Honavar
2025	J	`jnl`	Scaling Physical Reasoning with the PHYSICS Dataset. CoRR Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding, Yu Cheng, Shuyue Hu, Lei Bai, Dongzhan Zhou, Ganqu Cui, Peng Ye
2025	J	`jnl`	Single-Agent Scaling Fails Multi-Agent Intelligence: Towards Foundation Models with Native Multi-Agent Intelligence. CoRR Shuyue Hu, Haoyang Yan, Yiqun Zhang, Yang Chen, Dongzhan Zhou, Lei Bai
2025	J	`jnl`	Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model. CoRR Jing Liang, Hongyao Tang, Yi Ma, Jinyi Liu, Yan Zheng, Shuyue Hu, Lei Bai, Jianye Hao
2025	J	`jnl`	The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants. CoRR Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Daling Wang, Zhen Wang, Xinrun Wang, Xu Jia, Lei Bai, Wanli Ouyang, Shuyue Hu
2025	J	`jnl`	The Path of Self-Evolving Large Language Models: Achieving Data-Efficient Learning via Intrinsic Feedback. CoRR Hangfan Zhang, Siyuan Xu, Zhimeng Guo, Huaisheng Zhu, Shicheng Liu, Xinrun Wang, Qiaosheng Zhang, Yang Chen, Peng Ye, Lei Bai, Shuyue Hu
2025	J	`jnl`	Truly Assessing Fluid Intelligence of Large Language Models through Dynamic Reasoning Evaluation. CoRR Yue Yang, Mingkang Chen, Qihua Liu, Mengkang Hu, Qiguang Chen, Gengrui Zhang, Shuyue Hu, Guangtao Zhai, Yu Qiao, Yu Wang, Wenqi Shao, Ping Luo
2024	A*	`conf`	A Successful Strategy for Multichannel Iterated Prisoner's Dilemma. IJCAI Zhen Wang, Zhaoheng Cao, Juan Shi, Peican Zhu, Shuyue Hu, Chen Chu
2024	A*	`conf`	Configurable Mirror Descent: Towards a Unification of Decision Making. ICML Pengdeng Li, Shuxin Li, Chang Yang, Xinrun Wang, Shuyue Hu, Xiao Huang, Hau Chan, Bo An
2024	J	`jnl`	Configurable Mirror Descent: Towards a Unification of Decision Making. CoRR Pengdeng Li, Shuxin Li, Chang Yang, Xinrun Wang, Shuyue Hu, Xiao Huang, Hau Chan, Bo An
2024	A*	`conf`	Emergence of Social Norms in Generative Agent Societies: Principles and Architecture. IJCAI Siyue Ren, Zhiyao Cui, Ruiqi Song, Zhen Wang, Shuyue Hu
2024	J	`jnl`	Emergence of Social Norms in Large Language Model-based Agent Societies. CoRR Siyue Ren, Zhiyao Cui, Ruiqi Song, Zhen Wang, Shuyue Hu
2024	J	`jnl`	Large Language Models Overcome the Machine Penalty When Acting Fairly but Not When Acting Selfishly or Altruistically. CoRR Zhen Wang, Ruiqi Song, Chen Shen, Shiya Yin, Zhao Song, Balaraju Battu, Lei Shi, Danyang Jia, Talal Rahwan, Shuyue Hu
2024	J	`jnl`	Multi-Agent, Human-Agent and Beyond: A Survey on Cooperation in Social Dilemmas. CoRR Hao Guo, Chunjiang Mu, Yang Chen, Chen Shen, Shuyue Hu, Zhen Wang
2024	J	`jnl`	Multi-agent, human-agent and beyond: A survey on cooperation in social dilemmas. Neurocomputing Chunjiang Mu, Hao Guo, Yang Chen, Chen Shen, Die Hu, Shuyue Hu, Zhen Wang
2024	J	`jnl`	OASIS: Open Agent Social Interaction Simulations with One Million Agents. CoRR Ziyi Yang, Zaibin Zhang, Zirui Zheng, Yuxian Jiang, Ziyue Gan, Zhiyu Wang, Zijian Ling, Jinsong Chen, Martz Ma, Bowen Dong, Prateek Gupta, Shuyue Hu, Zhenfei Yin, Guohao Li, Xu Jia, Lijun Wang, Bernard Ghanem, Huchuan Lu, Chaochao Lu, Wanli Ouyang, Yu Qiao, Philip Torr, Jing Shao
2024	J	`jnl`	Provably Efficient Information-Directed Sampling Algorithms for Multi-Agent Reinforcement Learning. CoRR Qiaosheng Zhang, Chenjia Bai, Shuyue Hu, Zhen Wang, Xuelong Li
2024	A	`conf`	The Stochastic Evolutionary Dynamics of Softmax Policy Gradient in Games. AAMAS Chin-wing Leung, Shuyue Hu, Ho-fung Leung
2024	J	`jnl`	Understanding When and Why Graph Attention Mechanisms Work via Node Classification. CoRR Zhongtian Ma, Qiaosheng Zhang, Bocheng Zhou, Yexin Zhang, Shuyue Hu, Zhen Wang
2023	A*	`conf`	A Pair-Approximation Method for Modelling the Dynamics of Multi-Agent Stochastic Games. AAAI Chen Chu, Zheng Yuan, Shuyue Hu, Chunjiang Mu, Zhen Wang
2023	A*	`conf`	Emergence of Punishment in Social Dilemma with Environmental Feedback. AAAI Zhen Wang, Zhao Song, Chen Shen, Shuyue Hu
2023	J	`jnl`	Heterogeneous Beliefs and Multi-Population Learning in Network Games. CoRR Shuyue Hu, Harold Soh, Georgios Piliouras
2023	J	`jnl`	Learning by reusing previous advice: a memory-based teacher-student framework. Auton. Agents Multi Agent Syst. Changxi Zhu, Yi Cai, Shuyue Hu, Ho-fung Leung, Dickson K. W. Chiu
2023	A*	`conf`	The Best of Both Worlds in Network Population Games: Reaching Consensus and Convergence to Equilibrium. NeurIPS Shuyue Hu, Harold Soh, Georgios Piliouras
2022	A*	`conf`	A Formal Model for Multiagent Q-Learning Dynamics on Regular Graphs. IJCAI Chen Chu, Yong Li, Jinzhuo Liu, Shuyue Hu, Xuelong Li, Zhen Wang
2022	A	`conf`	Individual-Level Inverse Reinforcement Learning for Mean Field Games. AAMAS Yang Chen, Libo Zhang, Jiamou Liu, Shuyue Hu
2022	J	`jnl`	Individual-Level Inverse Reinforcement Learning for Mean Field Games. CoRR Yang Chen, Libo Zhang, Jiamou Liu, Shuyue Hu
2022	A*	`conf`	Modelling the Dynamics of Multi-Agent Q-learning: The Stochastic Effects of Local Interaction and Incomplete Information. IJCAI Chin-wing Leung, Shuyue Hu, Ho-fung Leung
2022	A*	`conf`	Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach. IJCAI Zhen Wang, Chunjiang Mu, Shuyue Hu, Chen Chu, Xuelong Li
2022	A	`conf`	The Dynamics of Q-learning in Population Games: A Physics-inspired Continuity Equation Model. AAMAS Shuyue Hu, Chin-wing Leung, Ho-fung Leung, Harold Soh
2022	J	`jnl`	The Dynamics of Q-learning in Population Games: a Physics-Inspired Continuity Equation Model. CoRR Shuyue Hu, Chin-wing Leung, Ho-fung Leung, Harold Soh
2021	J	`jnl`	A Q-values Sharing Framework for Multi-agent Reinforcement Learning under Budget Constraint. ACM Trans. Auton. Adapt. Syst. Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai
2021	—	`conf`	A Theoretical Framework for Large-Scale Human-Robot Interaction with Groups of Learning Agents. HRI (Companion) Nicholas Teh, Shuyue Hu, Harold Soh
2021	B	`conf`	Formal Modeling of Reinforcement Learning with Many Agents through Repeated Local Interactions. ICTAI Chin-wing Leung, Shuyue Hu, Ho-fung Leung
2021	J	`jnl`	Gist Trace-based Learning: Efficient Convention Emergence from Multilateral Interactions. ACM Trans. Auton. Adapt. Syst. Shuyue Hu, Chin-wing Leung, Ho-fung Leung, Jiamou Liu
2020	J	`jnl`	A Q-values Sharing Framework for Multiagent Reinforcement Learning under Budget Constraint. CoRR Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai
2020	A	`conf`	Learning by Reusing Previous Advice in Teacher-Student Paradigm. AAMAS Changxi Zhu, Yi Cai, Ho-fung Leung, Shuyue Hu
2020	B	`conf`	Self-Play or Group Practice: Learning to Play Alternating Markov Game in Multi-Agent System. ICPR Chin-wing Leung, Shuyue Hu, Ho-fung Leung
2020	J	`jnl`	The Evolutionary Dynamics of Independent Learning Agents in Population Games. CoRR Shuyue Hu, Chin-wing Leung, Ho-fung Leung, Harold Soh
2019	A	`conf`	A Q-values Sharing Framework for Multiple Independent Q-learners. AAMAS Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai
2019	—	`conf`	Efficient and Robust Emergence of Conventions through Learning and Staying. ICA Wei Liu, Shuyue Hu, Jiamou Liu, Wu Chen, Siyuan Chen, Yong Yu
2019	—	`conf`	Modeling Convention Emergence by Observation with Memorization. PRICAI (1) Chin-wing Leung, Shuyue Hu, Ho-fung Leung
2019	A*	`conf`	Modelling the Dynamics of Multiagent Q-Learning in Repeated Symmetric Games: a Mean Field Theoretic Approach. NeurIPS Shuyue Hu, Chin-wing Leung, Ho-fung Leung
2019	A	`conf`	To be Big Picture Thinker or Detail-Oriented?: Utilizing Perceived Gist Information to Achieve Efficient Convention Emergence with Bilateralism and Multilateralism. AAMAS Shuyue Hu, Chin-wing Leung, Ho-fung Leung, Jiamou Liu
2018	—	`conf`	Compromise as a Way to Promote Convention Emergence and to Reduce Social Unfairness in Multi-Agent Systems. Australasian Conference on Artificial Intelligence Shuyue Hu, Ho-fung Leung
2018	—	`conf`	Do Social Norms Emerge? The Evolution of Agents' Decisions with the Awareness of Social Values under Iterated Prisoner's Dilemma. SASO Shuyue Hu, Ho-fung Leung
2018	—	`conf`	The Effects of Fixed-Strategy Agents on Local Convention Emergence in Multi-agent Systems. IIP Tim Borglund, Shuyue Hu, Ho-fung Leung
2017	A*	`conf`	Achieving Coordination in Multi-Agent Systems by Stable Local Conventions under Community Networks. IJCAI Shuyue Hu, Ho-fung Leung
2017	J	`jnl`	Integrating User Reviews and Ratings for Enhanced Personalized Searching. Int. J. Distance Educ. Technol. Shuyue Hu, Yi Cai, Ho-fung Leung, Dongping Huang, Yang Yang
2017	A	`conf`	Local Norm Phenomena in Multi-Agent Systems under Community Networks. AAMAS Shuyue Hu, Ho-fung Leung
2015	J	`jnl`	An opinion mining framework for Cantonese reviews. J. Ambient Intell. Humaniz. Comput. Jian Chen, Dongping Huang, Shuyue Hu, Yu Liu, Yi Cai, Huaqing Min
2015	—	`conf`	Entity Relation Mining in Large-Scale Data. DASFAA Workshops Jingnan Li, Yi Cai, Qixuan Wang, Shuyue Hu, Tao Wang, Huaqing Min
2015	—	`conf`	Exploring Reviews and Ratings on Reviews for Personalized Search. ICWL Workshops Yang Yang, Shuyue Hu, Yi Cai, Qing Du, Ho-fung Leung, Raymond Y. K. Lau
2014	—	`conf`	Discovering Event Evolution Graphs Based on News Articles Relationships. ICEBE Dongping Huang, Shuyue Hu, Yi Cai, Huaqing Min
2013	—	`conf`	Exploring Set Recommendation from a Financial Perspective. ER Workshops Yu Liu, Yi Cai, Shuyue Hu, Yifeng Shao, Tao Wang, Huaqing Min
2013	—	`conf`	Products Competitive Relationships Mining. ER Workshops Jun Li, Tao Wang, Shuyue Hu, Qingchuan Zhao, Huaqing Min