Hu, Shuyue
- Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing
2025/08/18 by Yiqun Zhang, Zhang, Yiqun, Hao Li +11 · 11 voices · 9 citations
Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
- OASIS: Open Agent Social Interaction Simulations with One Million Agents
2024/11/18 by Ziyi Yang, Zaibin Zhang, Yang, Ziyi +38 · 31 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning
2025/03/12 by Ziyu Wan, Wan, Ziyu, Yunxiang Li +19 · 28 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Topic Modeling
- Emergence of Social Norms in Generative Agent Societies: Principles and Architecture
2024/03/13 by Ren, Siyue, Cui, Zhiyao, Song, Ruiqi +2 · 11 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Stop Overvaluing Multi-Agent Debate -- We Must Rethink Evaluation and Embrace Model Heterogeneity
2025/02/12 by Zhang, Hangfan, Cui, Zhiyao, Chen, Jianhao +5 · 14 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- EvoFlow: Evolving Diverse Agentic Workflows On The Fly
2025/02/11 by Guibin Zhang, Zhang, Guibin, Kai‐Jie Chen +13 · 10 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications
- Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute
2025/04/01 by Jianhao Chen, Chen, Jianhao, Bocheng Zhou +18 · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants
2025/05/26 by Yiqun Zhang, Hao Li, Zhang, Yiqun +24 · 14 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
- Multi-Agent, Human-Agent and Beyond: A Survey on Cooperation in Social Dilemmas
2024/02/27 by Chunjiang Mu, Hao Guo, Mu, Chunjiang +9 · 4 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Individual-Level Inverse Reinforcement Learning for Mean Field Games
2022/02/13 by Yang Chen, Chen, Yang, Libo Zhang +5 · 2 citations
Veterinary · Decision Sciences · Agricultural and Biological Sciences · #Animal Behavior and Welfare Studies #Innovation Diffusion and Forecasting #Insect Pheromone Research and Control
- The Dynamics of Q-learning in Population Games: a Physics-Inspired Continuity Equation Model
2022/03/03 by Shuyue Hu, Chin-Wing Leung, Hu, Shuyue +5 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Complex Systems and Time Series Analysis #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Game Theory and Applications #Multiagent Systems (cs.MA)
- Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging
2025/05/21 by Zheng, Shenghe, Wang, Hongzhi, Huang, Chenyu +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Heterogeneous Beliefs and Multi-Population Learning in Network Games
2023/01/12 by Hu, Shuyue, Soh, Harold, Piliouras, Georgios · 1 citation
#FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Nature-Inspired Population-Based Evolution of Large Language Models
2025/03/03 by Zhang, Yiqun, Ye, Peng, Yang, Xiaocui +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Scaling Physical Reasoning with the PHYSICS Dataset
2025/05/21 by Zheng, Shenghe, Cheng, Qianjia, Yao, Junchi +9 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Physics Education (physics.ed-ph)
- Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model
2025/07/09 by Liang, Jing, Tang, Hongyao, Ma, Yi +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Large Language Models are Near-Optimal Decision-Makers with a Non-Human Learning Behavior
2025/06/19 by Hao Li, Gengrui Zhang, Li, Hao +7 · 2 voices · 1 citation
#cs.AI
- Beyond the Tragedy of the Commons: Building A Reputation System for Generative Multi-agent Systems
2025/05/08 by Ren, Siyue, Fu, Wanli, Zou, Xinkun +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)