Multi-Agent LLM Systems

LLM: Large Language Model

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85 papers in the last four weeks, up 107% on the four weeks before. 0.8% of all new papers.

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  1. BOUNDARY_SYNC: Measuring Communication-Induced Representational Coupling in Multi-Agent LLM Systems

    Jul 2, 2026Zewen LiuMulti-Agent LLM SystemsMultimodal Agents

    Qilu Institute of Technology, Tai’an, Shandong, China

  2. EO-Agents: A Three-Agent LLM Pipeline for Earth Observation Hypothesis Generation

    Jul 2, 2026Mahyar Ghazanfari, Amin Tabrizian, Armin Mehrabian +1Multi-Agent LLM SystemsLLM Grounding

    George Washington University, Washington, DC, USA · NASA Goddard Space Flight Center, Greenbelt, MD, USA · ADNET Systems, Inc., Bethesda, MD, USA

  3. Agent4cs: A Multi-agent System for Code Summarization in Large Hierarchical Codebases

    Jul 1, 2026Yongjian Tang, Ezgi Sarikayak, Doruk Tuncel +2Multi-Agent LLM SystemsSoftware Engineering Agents

    Siemens AG · Technical University of Munich · Munich, Bayern, Germany +2

  4. CHARLIE: An On-Premise Multi-Agent Retrieval-Augmented Generation System for Evidential Reasoning in Forensic Science

    Jul 1, 2026Leandro D. Carneiro, Andre L. S. Meirelles, Juliano de A. Gomes +1Multi-Agent LLM SystemsDigital Forensics

    Forensic Institute, Civil Police of Federal District, Brazil · University of Brasília, Brazil

  5. Agri-SAGE: Simulation-Grounded Multi-Agent LLM for Context-Aware Agricultural Advisory Generation

    Jul 1, 2026Vedant Balasubramaniam, Geetha Charan, Manojkumar Patil +4Multi-Agent LLM SystemsAI-Assisted Decision Making

    Indian Institute of Science, Bengaluru · BNM Institute of Technology, Bengaluru

  6. From Signals to Structure: How Memory Architecture Drives Language Emergence in LLM Agents

    Jun 30, 2026Yashar Talebirad, Eden Redman, Ali Parsaee +1Multi-Agent LLM SystemsMulti-Agent Coordination

    Alberta Machine Intelligence Institute, University of Alberta, Edmonton, Canada · Network for Applied Technology, Edmonton, Canada

  7. CSTrader: A Testbed for Language-Grounded Trading in a Community-Driven Virtual Asset Market

    Jun 30, 2026Yao Shi, Kingfung Luo, Nan Tang +1Multi-Agent LLM SystemsFinance

    (Guangzhou). · Hong Kong University of Science and Technology

  8. Agentic-Ideation: Sample Efficient Agentic Trajectories Synthesis for Scientific Ideation Agents

    Jun 30, 2026Keyu Zhao, Lingyan Kong, Fengli Xu +1Multi-Agent LLM SystemsAI Agents for Scientific Discovery

    Department of Electronic Engineering, Tsinghua University.

  9. Beyond the Library: An Agentic Framework for Autoformalizing Research Mathematics

    Jun 30, 2026Arshia Soltani Moakhar, Iman Gholami, Max Springer +2Multi-Agent LLM SystemsAutomated Theorem Proving

  10. DDIAgents: Mechanism-Conditioned Context Flow for Drug-Drug Interaction Prediction

    Jun 30, 2026Zhenqian Shen, Yu Liu, Xiaoyi Fu +1Multi-Agent LLM SystemsAI for Science

    Department of Electronic Engineering, Tsinghua University Beijing, China · Institute of Biomedical Engineering, University of Oxford Oxford, United Kingdom · Division of Emerging Interdisciplinary Areas, Hong Kong University of Science and Technology Hong Kong, China

  11. OpenLife: Toward Open-World Artificial Life with Autonomous LLM Agents

    Jun 30, 2026Atsushi Masumori, Itsuki Doi, Norihiro Maruyama +2Multi-Agent LLM SystemsArtificial Life

    1Alternative Machine Inc., Japan · 4The University of Tokyo, Japan · 3Atomi University, Japan

  12. AgRefactor: Self-Evolving Agentic Workflow for HLS Compatibility and Performance

    Jun 29, 2026Yang Zou, Zijian Ding, Yizhou Sun +1Multi-Agent LLM SystemsLLM Agent Self-Improvement

    1Carnegie Mellon University · University of California, Los Angeles

  13. Why Solve It Twice? Hierarchical Accumulation of Skills for Transfer-Efficient ML Engineering

    Jun 29, 2026Yongbin Kim, Yashar Talebirad, Osmar R. ZaianeContinual Learning for LLM AgentsMulti-Agent LLM Systems

    Department of Computing Science, University of Alberta, Edmonton, Canada · Alberta Machine Intelligence Institute (Amii), Edmonton, Canada

  14. Training Therapeutic Judges and Multi-Agent Systems for Human-Aligned Mental Health Support

    Jun 29, 2026Mizanur Rahman, Abeer Badawi, Elahe Rahimi +4Mental Health CounselingMulti-Agent LLM Systems

    1York University, Ontario, Canada · 2Vector Institute, Ontario, Canada · 3Connected Minds, Ontario, Canada +1

  15. A Systematic Approach to Multi-Agent AI from Advanced Regulatory Control Theory: Safe and Auditable LLM Operator Agents for Process Control

    Jun 29, 2026Idelfonso B. R. Nogueira, Sigurd SkogestadMulti-Agent LLM SystemsLanguage Model-Based Control

    Department of Chemical Engineering, Norwegian University of Science and Technology (NTNU), Trondheim, 7491, Norway

  16. Attractor States Emerge in Multi-Turn LLM Conversations

    Jun 29, 2026Ting-Wen Ko, Jonas GeipingMulti-Agent LLM SystemsMulti-Agent LLMs

    1Max Planck Institute for Intelligent Systems · 2ELLIS Institute · Tübingen +1

  17. MAS-Lab: A Specification-Driven Validation Framework for Reliable Multi-Agent Systems

    Jun 29, 2026Jordan Augé, Giovanna Carofiglio, Giulio Grassi +1Multi-Agent LLM SystemsAutomated Software Testing

    Cisco Systems Paris, France

  18. Collective cooperation without individual fidelity in LLM agents

    Jun 29, 2026Henrique Ferraz de Arruda, Carlos Gracia Lázaro, Alberto Aleta +1Multi-Agent LLM SystemsHuman Behavior Simulation

    ARAID Foundation, Zaragoza, Spain. · Institute for Biocomputation and Physics of Complex Systems, University of Zaragoza, Zaragoza, Spain. · Universidad San Jorge (USJ), Zaragoza, Spain. +1

  19. Rehearsed Multi-Agent Live Product Demonstrations with Real-Time Voice Question Answering

    Jun 29, 2026Rahul Khedar, Mayank Malhotra, Avinash Karn +2Multi-Agent LLM SystemsSpoken QA

    PayPal AI

  20. Multi-Agentic System Leveraging Open-Source LLMs to Mitigate Disinformation Threats

    Jun 29, 2026Sebastian Kula, Martin TamajkaMulti-Agent LLM SystemsFake News Detection

    Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia · West Pomeranian University of Technology in Szczecin, Szczecin, Poland

  21. SAGA: Scene-Aware, Goal-Evolving Agents for Long-Horizon Strategy Game Planning

    Jun 29, 2026Tianyu Jin, Shuo Chen, Yida Wang +6Multi-Agent LLM SystemsGame-Playing Agents

    Beijing University of Posts and Telecommunications · Beijing Institute for General Artificial Intelligence (BIGAI)

  22. Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds

    Jun 28, 2026Mengdie Flora Wang, Haochen Xie, Guanghui Wang +2AI Agent ReliabilityMulti-Agent LLM Systems

    1AWS Generative AI Innovation Center, USA · General Motors (GM), USA

  23. When LLMs Develop Languages: Symbolic Communication for Efficient Multi-Agent Reasoning

    Jun 28, 2026Zhengqi Pei, Qingming Huang, Shuhui WangMulti-Agent LLM SystemsEfficient Language Model Reasoning

    State Key Lab of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China. · School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China.

  24. The Contagion Tensor: A Framework for Measuring Output-Distribution Coupling in Multi-Agent LLM Systems -- and Auditing the Claims It Enables

    Jun 27, 2026Zewen LiuMulti-Agent LLM SystemsLLM Auditing

  25. GBC: Gradient-Based Connections for Optimizing Multi-Agent Systems

    Jun 26, 2026Xiaocheng Yang, Abdulrahman Alrabah, Dilek Hakkani-Tür +1Gradient-Based AttributionMulti-Agent LLM Systems

    University of Illinois Urbana-Champaign

  26. From Detection to Action: Using LLM Agents for Fault-Tolerant Control

    Jun 26, 2026Javal Vyas, Milapji Singh Gill, Artan Markaj +2Multi-Agent LLM SystemsLanguage Model-Based Control

    Imperial College London, London, United Kingdom · Helmut Schmidt University, Hamburg, 22043, Germany

  27. Is Lying an Emergent Behaviour in LLMs? Evidence from Gaslighting AI agents in a Sustainability Game

    Jun 26, 2026Subhendu Bhandary, Federico Carucci, Christos Charalambous +6Multi-Agent LLM SystemsDeception in Language Models

    Chair for Network Dynamics, Institute of Theoretical Physics, TUD Dresden University of Technology, 01062 Dresden, Germany · School of Industrial Engineering, LIUC – Università Cattaneo, Castellanza, Italy · Department of Economics, University of Cyprus, Nicosia, Cyprus +6

  28. COOPA: A Modular LLM Agent Architecture for Operations Research Problems

    Jun 25, 2026Chuanhao Li, Xiaoan Xu, Dirk Bergemann +3Multi-Agent LLM SystemsMulti-Agent Orchestration

    1Tsinghua University · 2Duke University · 3Yale University

  29. Tool Use Enables Undetectable Steganography in Multi-Agent LLM Systems

    Jun 25, 2026Jimmy Laurence Rippin, Simon C. Marshall, David Demitri Africa +1Multi-Agent LLM SystemsMulti-Agent Coordination

    Oxford University · Artificial Intelligence Security Institute (AISI)

  30. QueenBee Planner: Skill-Evolving Communication Topologies for Token-Efficient LLM Multi-Agent Systems

    Jun 25, 2026Congjia Tian, Yuhang Yao, Jiaming CuiMulti-Agent LLM SystemsMulti-Agent System Optimization

    Virginia Tech, Blacksburg, VA · Carnegie Mellon University, Pittsburgh, PA