Multi-Agent LLMs

LLM: Large Language Model

Ask about this topic

Momentum

22 papers in the last four weeks, up 144% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 212

All topics
CardsList

  1. Prompt Optimization Enables Stable Algorithmic Collusion in LLM Agents

    Apr 20, 2026Yingtao TianMulti-Agent CoordinationAlgorithmic Collusion

    Sakana AI Tokyo, Japan

  2. A Multi-Agent Approach for Claim Verification from Tabular Data Documents

    Apr 19, 2026Rudra Ranajee Saha, Laks V. S. Lakshmanan, Raymond T. NgClaim VerificationMulti-Agent LLMs

    University of British Columbia

  3. Dynamics of Cognitive Heterogeneity: Investigating Behavioral Biases in Multi-Stage Supply Chains with LLM-Based Simulation

    Apr 19, 2026Jiuyun Jiang, Yuecheng Hong, Bo Yang +4Multi-Agent CoordinationHuman Behavior Simulation

    Harbin Institute of Technology · The Hong Kong Polytechnic University

  4. AutoPKG: An Automated Framework for Dynamic E-commerce Product-Attribute Knowledge Graph Construction

    Apr 18, 2026Pollawat Hongwimol, Haoning Shang, Chutong Wang +6KG ConstructionDocument Information Extraction

    Lazada, Alibaba International Digital Commerce Group · Nanyang Technological University, Singapore

  5. Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis

    Apr 17, 2026Ayhan Can Erdur, Daniel Scholz, Jiazhen Pan +3Medical Image AnalysisLongitudinal Medical Image Analysis

    Department of Radiation Oncology, TUM University Hospital, Munich, Germany · Chair for AI in Healthcare and Medicine, Technical University of Munich (TUM) and TUM University Hospital, Munich, Germany · Chair for AI for Image-Guided Diagnosis and Therapy, Technical University of Munich (TUM) and TUM University Hospital, Munich, Germany +3

  6. Agentic Risk-Aware Set-Based Engineering Design

    Apr 17, 2026Varun Kumar, George Em KarniadakisMulti-Agent LLMs

    aSchool of Engineering, Brown University · bDivision of Applied Mathematics, Brown University

  7. MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation

    Apr 17, 2026Yi Lin, Yihao Ding, Yonghui Wu +1Radiology Report GenerationMulti-Agent Collaboration

    Weill Cornell Medicine, New York, USA · University of Western Australia, Crawley, Australia · University of Florida, Florida, USA

  8. Weak-Link Optimization for Multi-Agent Reasoning and Collaboration

    Apr 17, 2026Haoyu Bian, Chaoning Zhang, Jiaquan Zhang +4Multi-Agent CollaborationInference-Time Compute Allocation

    University of Electronic Science and Technology of China, Chengdu 611731, China · Beihang University, Beijing 100191, China · Xi’an University of Architecture and Technology, Xi’an 710064, China

  9. SAT: Sequential Agent Tuning for Coordinator Free Plug and Play Multi-LLM Training with Monotonic Improvement Guarantees

    Apr 17, 2026Yi Xie, Yangyang Xu, Yi Fan +1LLM Agent TrainingDecentralized MARL

    Department of Electrical & Computer Engineering, University of Arizona Tucson, Arizona, USA · Department of Mathematical Sciences, Rensselaer Polytechnic Institute Troy, New York, USA · Amazon Web Services New York, USA

  10. VeriGraphi: A Multi-Agent Framework of Hierarchical RTL Generation for Large Hardware Designs

    Apr 16, 2026Sazzadul Islam, Tasnim Tabassum, Hao ZhengLLM GroundingLLM-Based Program Synthesis

    Dept. of Computer Science & Eng. University of South Florida Tampa, Florida, United States

  11. When Less Latent Leads to Better Relay: Information-Preserving Compression for Latent Multi-Agent LLM Collaboration

    Apr 14, 2026Yiping Li, Zhiyu An, Wan DuLLM CompressionKV Caching

    Department of Computer Science and Engineering University of California, Merced Merced, CA 95343

  12. Council Mode: A Heterogeneous Multi-Agent Consensus Framework for Reducing LLM Hallucination and Bias

    Apr 3, 2026Shuai Wu, Xue Li, Yanna Feng +3LLM Hallucination MitigationMulti-Agent LLMs

  13. Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems

    Apr 3, 2026Vira Kasprova, Amruta Parulekar, Abdulrahman AlRabah +5LLM SycophancyMulti-Agent Collaboration

    University of Illinois Urbana-Champaign

  14. High Volatility and Action Bias Distinguish LLMs from Humans in Group Coordination

    Apr 2, 2026Sahaj Singh Maini, Robert L. Goldstone, Zoran TiganjMulti-Agent CoordinationLLM Agents

    Department of Computer Science, Indiana University Bloomington · Cognitive Science Program, Indiana University Bloomington · Department of Psychological and Brain Sciences, Indiana University Bloomington

  15. AMA: Adaptive Memory via Multi-Agent Collaboration

    Jan 28, 2026Weiquan Huang, Zixuan Wang, Hehai Lin +6Long-Term Conversational MemoryMulti-Agent LLMs

    The Hong Kong University of Science and Technology (Guangzhou) · Shandong University · Nanyang Technological University +1

  16. The Language of Bargaining: Linguistic Effects in LLM Negotiations

    Jan 7, 2026Stuti Sinha, Himanshu Kumar, Aryan Raju Mandapati +2Multilingual Language Model EvaluationMulti-Agent Negotiation

    BITS Pilani

  17. Auditable Context-Aware HFMD Forecasting with Structured LLM Agents

    Nov 28, 2025Joongwon Chae, Runming Wang, Chen Xiong +5Epidemic ForecastingExplainable Time Series Forecasting

    Institute of Biomedicine and Health Engineering, Tsinghua Shenzhen International Graduate School (SIGS), Tsinghua University, Shenzhen, China · The First Hospital of Hebei Medical University, Shijiazhuang, China · The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui 323000, China +1

  18. Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

    Nov 20, 2025Peng Xia, Kaide Zeng, Jiaqi Liu +5LLM Agent Self-ImprovementMulti-Agent LLMs

    UNC-Chapel Hill · Salesforce Research · Stanford University

  19. Enabling Agents to Communicate Entirely in Latent Space

    Nov 12, 2025Zhuoyun Du, Runze Wang, Huiyu Bai +6Multi-Agent CommunicationMulti-Agent LLMs

    State Key Lab of CAD&CG, Zhejiang University · Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence · Alibaba Group +3

  20. Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration

    Nov 4, 2025Jingbo Wang, Sendong Zhao, Haochun Wang +2Multi-Agent System OptimizationMulti-Agent Collaboration

    Research Center for Social Computing and Information Retrieval,Harbin Institute of Technology, China

  21. Debate2Create: Robot Co-design via Multi-Agent LLM Debate

    Oct 29, 2025Kevin Qiu, Marek CyganRobot Morphology-Control Co-DesignMulti-Agent Debate

    University of Warsaw · 2IDEAS NCBR · 3Nomagic

  22. MA-SAPO: Multi-Agent Reasoning for Score-Aware Prompt Optimization

    Oct 18, 2025Juhyeon Lee, Wonduk Seo, Junseo Koh +6Automatic Prompt OptimizationMulti-Agent LLMs

    Peking University · Enhans · Fudan University +1

  23. Benefits and Limitations of Communication in Multi-Agent Reasoning

    Oct 14, 2025Michael Rizvi-Martel, Satwik Bhattamishra, Neil Rathi +2Multi-Agent ReasoningCommunication Complexity

    Mila & Universit´e de Montr´eal · University of Oxford · Stanford University +1

  24. MAGneT: Coordinated Multi-Agent Generation of Synthetic Multi-Turn Mental Health Counseling Sessions

    Sep 4, 2025Aishik Mandal, Tanmoy Chakraborty, Iryna GurevychMental Health CounselingMental Health

    Ubiquitous Knowledge Processing Lab (UKP Lab), Department of Computer Science and Hessian Center for AI (hessian.AI), Technische Universität Darmstadt · National Research Center for Applied Cybersecurity ATHENE, Germany · Department of Electrical Engineering, Indian Institute of Technology Delhi, India +1

  25. L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit

    Aug 31, 2025Boqin Yuan, Ziqi WangLegal Citation VerificationAgentic Search

    University of California, San Diego, USA · University of Southern California, USA

  26. The Ratchet Effect in Silico: How Interaction Drives Cumulative Intelligence in Large Language Models

    Jul 25, 2025Ren ZhuangCultural EvolutionMulti-Agent LLMs

    School of Information Science and Technology, Hangzhou Normal University

  27. Knowing When to Critique: Task-Adaptive Metacognitive Regulation for Reliable LLM Reasoning

    Jul 20, 2025Xinmeng Hou, Ziting Chang, Zhouquan Lu +5LLM Self-CorrectionMulti-Agent LLMs

    Nanyang Technological University · Unicorn Verse · Shanghai Jiao Tong University +3

  28. United Minds or Isolated Agents? Exploring Coordination of LLMs under Cognitive Load Theory

    Jun 7, 2025HaoYang Shang, Xuan Liu, Zi Liang +3Multi-Agent CoordinationMulti-Agent Reasoning

    Hong Kong University of Science and Technology · University of California San Diego · Hong Kong Polytechnic University

  29. Modeling Earth-Scale Human-Like Societies with One Billion Agents

    Jun 7, 2025Haoxiang Guan, Jiyan He, Liyang Fan +10Human Behavior SimulationComputational Social Science

    University of Science and Technology of China, Hefei, China. · Zhongguancun Academy, Beijing, China. · Zhongguancun Institute of Artificial Intelligence, Beijing, China. +4

  30. TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews

    Mar 26, 2025Huimin Xu, Seungjun Yi, Terence Lim +9Multi-Agent LLMsClinical NLP

    Department of Biomedical Engineering, University of Texas at Austin, USA · McCombs School of Business, University of Texas at Austin, USA · School of Information, University of Texas at Austin, Austin, TX, USA and Dell Medical School, University of Texas at Austin, Austin, TX, USA