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. Do LLMs Beat Nash? Testing Decentralized Coordination in Self-Play Multi-Agent Games

    Aug 12, 2026Deborah Sinishaw, Qile Zhu, Edwin Meriaux +1Multi-Agent CoordinationGame Theory

    Department of Electrical and Computer Engineering, McGill University · School of Computer Science, McGill University · Centre for Intelligent Machines (CIM), McGill University

  2. ExRole: From Team Trajectories to Executable Roles in Multi-Agent Language Models

    Aug 12, 2026Zhou Liu, Chaoyang Han, Zewei Pan +2LLM Agent TrainingMulti-Agent LLMs

    Peking University · Shanghai Jiao Tong University

  3. AgenticTwin: An Agentic LLM Framework Integrated with Digital Twin for Anomaly Detection

    Aug 12, 2026Touseef Hasan, Mounika Ghanta, Souvika Sarkar +1Cyber-Physical SystemsDigital Twins

    School of Computing, Wichita State University, KS, USA · Department of Electrical and Computer Engineering, Auburn University, AL, USA

  4. Not a Monolith: Lab-Level Divergence in the Cooperative Equilibria of Chinese Frontier LLM Agents

    Aug 10, 2026Francisco León Zúñiga BolívarMulti-Agent LLMs

    Institución Universitaria Colegio Mayor del Cauca · Popayán, Colombia

  5. Contextual Value Alignment via Multilayer Combinatorial Fusion

    Aug 7, 2026Yuanhong Wu, Djallel Bouneffouf, D. Frank HsuLLM AlignmentMoral Reasoning in Language Models

    Dept. of Computer and Information Science, Fordham University, New York, NY, USA · T. J. Watson Research Center, IBM Research, Yorktown Heights, NY, USA

  6. Same physical state, different collective dynamics: state encodings select synchronization outcomes in language-model agents

    Aug 7, 2026Takahiro Ezaki, Naoto Imura, Katsuhiro NishinariAgent-Based ModelingMulti-Agent LLMs

    Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan · Department of Aeronautics and Astronautics, School of Engineering, The University of Tokyo, Tokyo, Japan

  7. Does Splitting a Triage Decision Across Agents Hide Bias or Help Catch It? A Multi-Agent Simulation Study of LLM-Based Resource Allocation Under Audit Capacity Constraints

    Aug 7, 2026Paul-Peter ArslanLLM AuditingLanguage Model Bias Evaluation

    Institute for Future Technologies

  8. When Does Latent Communication Pay? A Causal Audit of Relayed KV Caches in Multi-Agent LLMs

    Aug 5, 2026Jiaming Cheng, Subhransu Das, Rajiv RamnathKV CachingLLM Agent Evaluation

    Independent Researcher · The Ohio State University

  9. Emergence of Reputation-Based Cooperation in LLM Agents

    Aug 5, 2026Kazuya Horibe, Kenji Itao, Wataru ToyokawaCooperative Game TheoryMulti-Agent LLMs

    RIKEN · RIKNE

  10. Pun Intended: Multi-Agent Translation of Wordplay with Contrastive Learning and Phonetic-Semantic Embeddings

    Aug 5, 2026Russell Taylor, Benjamin Herbert, Michael SanaMulti-Agent LLMsMachine Translation

    Georgia Institute of Technology, Atlanta, GA 30332, USA

  11. Learning Sexism Detection Using Multi-Agent Perspectivist Preference Optimization

    Aug 4, 2026Hadi Mohammadi, Tina Shahedi, Robert A. Bagheri +2Annotator DisagreementPreference Optimization

    Department of Methodology and Statistics, Utrecht University, The Netherlands · Department of Information and Computing Sciences, Utrecht University, The Netherlands · Field Technology Innovations (FTI) & Robotics, Wageningen University & Research, The Netherlands

  12. Microscopic dynamics of consensus formation in multi-agent LLM Naming Games

    Aug 3, 2026Cristiano De Nobili, Vijayasri Iyer, Alessandro Codello +1Multi-Agent ConsensusMulti-Agent LLMs

    Critiqality, Via Pinturicchio 21, 20133, Milan, Italy · Independent Researcher · DSMN, Ca’ Foscari University of Venice, Via Torino 155, 30172 Venice, Italy +3

  13. Conformity Mitigations in Large Language Models Lie on a Single Resistance-Receptivity Frontier

    Aug 3, 2026Zafar Hussain, Kristoffer NielboLLM EvaluationNormative Conformity in Language Models

    Aarhus University

  14. RH-RAG: Trustworthy Long-Form Generation for Privacy-Constrained Settings

    Aug 2, 2026Raj Shekhar SinghRetrieval-Augmented GenerationLong-Form Document Generation

    Indian Institute of Technology, Roorkee Roorkee, Uttarakhand, India

  15. Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races

    Aug 2, 2026Phu Hoa Pham, Duy Minh Dao Sy, Trung Kiet Huynh +9LLM Agent EvaluationAI Agent Safety

    Ho Chi Minh City University of Science Vietnam National University Ho Chi Minh City (VNU-HCM) Ho Chi Minh City, Vietnam · Ho Chi Minh City University of Technology (HCMUT) Vietnam National University Ho Chi Minh City (VNU-HCM) Ho Chi Minh City, Vietnam · Vrije Universiteit Brussel Université Libre de Bruxelles Brussels, Belgium +1

  16. HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems

    Aug 1, 2026Pritom Saha Akash, Phanideep Gampa, Chao Shen +2Multi-Agent CoordinationIR Evaluation

    Amazon

  17. Adversarial Attacks in Multi-Agent LLM Pipelines: Unveiling Structural Vulnerabilities in Agentic AI Architectures

    Aug 1, 2026Faisal Haque Bappy, Tahrim Hossain, Tarannum Shaila Zaman +3Adversarial Attacks on LLMsAI Agent Security

    University of Maryland Baltimore County, MD, USA · Kent State University, OH, USA · Tennessee State University, TN, USA

  18. Agentic AI in medicine: architectures, applications, evaluation, and challenges for clinical translation

    Jul 28, 2026Zheng Tong, Yang Liu, Wanshu Fan +6AI Agent EvaluationAgentic Workflows

    School of Software Engineering, Dalian University, Dalian, China · Department of Surgery, Affiliated Zhongshan Hospital of Dalian University, Dalian, China · The Chinese University of Hong Kong, Shenzhen, China +3

  19. How Affect Propagates among LLM Agents: Emergent Emotional Contagion in Crowd Simulation

    Jul 27, 2026Funda DurupinarHuman Behavior SimulationAgent-Based Modeling

    Computer Science Department University of Massachusetts Boston, MA 02125

  20. Moral Hazard in Multi-Agent Language Models

    Jul 27, 2026Dane MalenfantLLM PromptingMulti-Agent LLMs

    School of Computer Science · McGill University · Mila - The Québec AI Institute

  21. Focus Is All You Need: Adaptive Goal-aware Attention Orchestration for Multi-Agent Graph Systems

    Jul 26, 2026Mingzhou Fan, Siyuan Xu, Mingxuan YuanMulti-Agent System OptimizationLLM Agent Orchestration

  22. Spectral Dynamics of Semantic Drift in Clinical Multi-Agent Language Model Networks

    Jul 23, 2026Amritesh BanerjeeLanguage ModelingSpectral Methods

    University of Massachusetts Amherst, USA

  23. FedAgentKE: Federated Semantic Knowledge Evolution for Heterogeneous Agents

    Jul 23, 2026Weihao Li, Jun Bai, Ziyang SongFederated Knowledge DistillationLLM Agent Training

    McCormick School of Engineering, Northwestern University · School of Computer Science, McGill University · Mila – Quebec AI Institute +1

  24. ChannelGuard: Safe Models Do Not Compose into Safe Multi-Agent Systems

    Jul 20, 2026Elias Hossain, Md Mehedi Hasan Nipu, Fatema Tuj Johora Faria +2LLM Agent SecurityPrompt Injection Attacks on AI Agents

    University of Central Florida · 2North South University · 3Ahsanullah University of Science and Technology +1

  25. MADA-RL: Multi-Agent Debate-Aware Reinforcement Learning for Parameter-Efficient Reasoning in Compact Models

    Jul 20, 2026Martino M. L. Pulici, Cuong Xuan Chu, Evgeny Kharlamov +3RL for Language Model ReasoningMulti-Agent Debate

    Bosch Center for Artificial Intelligence, Germany · LMU Munich, Germany · University of Oslo, Norway +2

  26. Agentic ERP: Multi-Agent Large Language Model Architecture for Autonomous Enterprise Resource Planning

    Jul 19, 2026Zhihao Liu, Tianyu Wang, Xi Vincent Wang +1Multi-Agent OrchestrationLLM Agent Evaluation

    Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, Sweden

  27. Digital Pantheon: Simulating and Auditing Coalition Formation with LLM Agents

    Jul 16, 2026Dylan Van Mulders, Matthias Bogaert, Dirk Van den PoelMulti-Agent NegotiationAutomated Negotiation

    Ghent University CVAMO Core Lab

  28. Collaborative Spatial Learning with Multi-LLM Agents in Networked Social Experiments

    Jul 16, 2026Hao He, Chris J. Kuhlman, Xinwei DengExploration-Exploitation TradeoffMulti-Agent LLMs

    Department of Statistics, Virginia Tech, Blacksburg, VA, USA · Advanced Research Computing, Virginia Tech, Blacksburg, VA, USA

  29. How Far Can Root Cause Analysis Go on Real-World Telemetry Data?

    Jul 15, 2026Athira Gopal, Ashwanth KrishnanAgent Failure AnalysisRoot Cause Analysis

    QPIAI India

  30. Fine-Tuned Multi-Agent Framework for Detecting OCEAN in Life Narratives

    Jul 13, 2026Rasiq Hussain, Darshil Italiya, Joshua Oltmanns +1Personality Modeling in Language ModelsMulti-Agent LLMs

    Southern Methodist University · Washington University in St. Louis