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. Heterogeneous Agent Cohorts for Safe Open-Ended Exploration with Runtime Constraint Memory

    Jul 13, 2026Tengjiao LiuMulti-Agent LLM SystemsLLM Agent Memory

    Founder & Researcher, psi.run

  2. LOGOS: A Living Logic for AI Agent Teams That Evolve With Humans

    Jul 12, 2026Yuma Ichikawa, Yamato Arai, Kosaku Kimura +2Multi-Agent LLM SystemsHuman-in-the-Loop AI

    1Fujitsu Limited · 2RIKEN Center for AIP · 4Tokai University

  3. A Stepwise Questioning Expert-Editor Multi-Agent Framework for Long-Document Summarization

    Jul 11, 2026Lingyun Shen, Xuejia GuoMulti-Agent LLM SystemsLLM Prompting

    China South Industry Academy BJ 102209, China

  4. Fictional Worldbuilding: Multi-Agent LLM Collaboration with Hierarchical Context Compression and Iterative Review

    Jul 10, 2026Jingbo Chen, He Wang, Wei Yuan +2Multi-Agent LLM SystemsLLM Agent Orchestration

    National University of Defense Technology, China

  5. Communication-Efficient Digital-Twin Coordination for Heterogeneous LLM Embodied Agents over Computing Power Networks

    Jul 10, 2026Nuocheng Yang, Sihua Wang, Zihan Chen +2Multi-Agent LLM SystemsMulti-Agent Coordination

    Beijing Laboratory of Advanced Information Network, and the Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing 100876, China · Information Systems Technology and Design Pillar, Singapore University of Technology and Design, 487372, Singapore

  6. OpenProver: Agentic and Interactive Theorem Proving with Lean 4

    Jul 10, 2026Matěj Kripner, Milan StrakaMulti-Agent LLM SystemsAutomated Theorem Proving

    Charles University, Faculty of Mathematics and Physics, Prague, Czech Republic

  7. Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution

    Jul 9, 2026Ning Liu, Kalle Kujanpää, Zhaoxuan Zhu +11Multi-Agent LLM SystemsLLM Agent Orchestration

    Amazon.com, Inc. Fulfillment Technologies and Robotics

  8. Formal Mechanisms for Market Stability in Self-Interested Agent Societies: A Marketplace Simulation Study

    Jul 9, 2026Eugene Ng Yi Sheng, Bingquan ShenSocial DilemmasMulti-Agent LLM Systems

    DSO National Laboratories · National University of Singapore

  9. Game Theory Driven Multi-Agent Framework Mitigates Language Model Hallucination

    Jul 9, 2026Runzhe Liu, Biquan Bie, Zihao Wang +7Multi-Agent LLM SystemsLLM Hallucination Mitigation

    1State Key Laboratory of Fine Chemicals, Frontier Science Center for Smart Materials, Dalian University of Technology, Dalian, 116024, China · 2Dalian Key Laboratory of Intelligent Chemistry, CR Belt and Road Joint Laboratory on Intelligent Chemistry and Advanced Materials of Liaoning Province, School of Chemistry, Dalian University of Technology, Dalian, 116024, China · 4Independent Researcher, Beijing 100032, China. +1

  10. Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems

    Jul 8, 2026Yufei Xia, Anjun Gao, Yueyang Quan +2Agent Failure AnalysisMulti-Agent LLM Systems

    University of Louisville · University of North Texas

  11. Agentic AI and Retrieval-Augmented Models in Straight-Through Underwriting

    Jul 8, 2026Robert Richardson, Josh Meyers, Brian Hartman +1Multi-Agent LLM SystemsAI-Assisted Decision Making

    Brigham Young University

  12. Multi-agent Autoformalization of Tensor Network Theory

    Jul 8, 2026Sirui Lu, Erickson Tjoa, J. Ignacio CiracTensor NetworksMulti-Agent LLM Systems

    Max-Planck-Institut für Quantenoptik, Hans-Kopfermann-Straße 1, D-85748 Garching, Germany · Munich Center for Quantum Science and Technology (MCQST), Schellingstraße 4, D-80799 Munich, Germany

  13. From Triggers to Emotions: A CPM-Grounded Appraisal Multi-Agent for Dynamic Emotional Evolution in Persona-Based Dialogue

    Jul 8, 2026Jingyao Cai, Shuaijun Liu, Abdul Rehman +6Multi-Agent LLM SystemsPersonality Modeling in Language Models

    National Centre for Computer Animation, Bournemouth University, Bournemouth, United Kingdom · Information Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China · Key Laboratory of Child Cognition & Behavior Development of Hainan Province, Qiongtai Normal University, Haikou, China +2

  14. Agent Delivery Engineering Predictive Reliability Framework

    Jul 8, 2026Dexing LiuAI Agent ReliabilityMulti-Agent LLM Systems

    Shanghai Qijing Digital Technology Co., Ltd · Shanghai Qijing Digital Technology Co., Ltd.

  15. Think Big, Search Small: Where Capacity Matters in Hierarchical Search Agents?

    Jul 8, 2026Qinnan Cai, Yibo Zhao, Xiang LiMulti-Hop QAMulti-Agent LLM Systems

    School of Data Science and Engineering East China Normal University

  16. Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety

    Jul 8, 2026Lifei Liu, Haoran Yu, Xiaochong Jiang +3Multi-Agent LLM SystemsLLM Safety Evaluation

    Independent Researcher Seattle, WA, USA · Carnegie Mellon University Pittsburgh, PA, USA · Georgia Institute of Technology Atlanta, GA, USA

  17. From Blueprint to Reality: Modeling and Applying Putnam's Social Capital Theory with LLM-based Multi-agent Simulations

    Jul 7, 2026Shiyi Ling, Zhi Zheng, Hui Zheng +3Multi-Agent LLM SystemsHuman Behavior Simulation

    State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China · Anhui University · North Automatic Control Technology Institute +1

  18. Information Limits and Attractor Dynamics in Economies of Frontier LLM Agents: A Pre-Registered Test

    Jul 7, 2026Cheng QianMulti-Agent LLM SystemsValue of Information

    Independent Researcher

  19. Onnes: A Physics-Grounded Multi-Agent LLM Simulator for Cryogenic Fault Diagnosis in Quantum Computing Infrastructure

    Jul 7, 2026Praneeth Narisetty, Uday Kumar Reddy Kattamanchi, Shiva Nagendra Babu KoreMulti-Agent LLM SystemsLLM Agent Evaluation

    Onnes Research | San Francisco, CA

  20. PiSAs: Benchmarking Contextual Integrity in Multi-User Agentic Systems

    Jul 6, 2026Shubham Gupta, Nazanin Mohammadi Sepahvand, Abhinav Kumar +6Multi-Agent LLM SystemsContextual Integrity

    ServiceNow AI Research · Mila – Quebec AI Institute · Université Laval +2

  21. When Agents Lie: Premeditation, Persistence, and Exploitation in Repeated Games

    Jul 6, 2026Jerick Shi, Terry Jingcheng Zhang, Bernhard Schölkopf +2Multi-Agent LLM SystemsGame-Playing Agents

    Carnegie Mellon University, Pittsburgh, USA · Jinesis AI Lab, Vector Institute and University of Toronto, Toronto, Canada · EuroSafeAI +1

  22. TACTIC-KG: Toward Small Agent Teams for Cyber Threat Intelligence Knowledge Graph Construction

    Jul 6, 2026Mouhamed Amine Bouchiha, Gregory BlancKG ConstructionMulti-Agent LLM Systems

    SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris

  23. Decision Protocols in Multi-Agent Large Language Model Conversations

    Jul 6, 2026Lars Benedikt KaesbergMulti-Agent LLM SystemsLLM Agent Evaluation

    GippLab Georg August University of Göttingen Göttingen

  24. LLM-Centric Agentic AI for UAV Swarms: Architecture, Enabling Technologies, and Open Problems

    Jul 5, 2026Yousef Emami, Rahim Taheri, Mohammadhossein Homaei +2Multi-Agent LLM SystemsAI Agent Security

    Senior Member, IEEE

  25. Biological Motifs for Agentic Control

    Jul 5, 2026Bogdan BanuMulti-Agent LLM SystemsLLM Agent Security

  26. Swarm-Driven Multi-Agent Reasoning for Smart City Security

    Jul 3, 2026Saeid Jamshidi, Kawser Wazed Nafi, Carol Fung +1Multi-Agent LLM SystemsCybersecurity

    Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montr´eal, QC, Canada · SWAT Laboratory, Polytechnique Montréal, Montréal, QC, Canada

  27. Evaluating Large Language Models for Decision-Making in Agent-Based Urban Mobility Simulations

    Jul 2, 2026Bruno Cascaes Alves, Míriam Blank Born, Ulisses Gilioli Francescatto Júnior +3Multi-Agent LLM SystemsAgent-Based Modeling

    Postgraduate Program in Computing Federal University of Pelotas, Pelotas, Brazil · Undergraduate in Computer Science Federal University of Pelotas, Pelotas, Brazil · Undergraduate in Computer Engineering Federal University of Pelotas, Pelotas, Brazil

  28. AgentsCAD: Automated Design for Manufacturing of FDM Parts via Multi-Agent LLM Reasoning and Geometric Feature Recognition

    Jul 2, 2026Emmanuel George, Christopher Keefe, Peter Pak +1Multi-Agent LLM SystemsAdditive Manufacturing

    Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA

  29. HULAT2 at MER-TRANS 2026: Governed Multi-Agent Simplification for Spanish Easy-to-Read Generation

    Jul 2, 2026Lourdes Moreno, Paloma Martínez, Marco Antonio Sanchez-Escudero +1Multi-Agent LLM SystemsText Generation

    Computer Science and Engineering Department, Universidad Carlos III de Madrid, Av. Universidad, 30, Leganés, 28911, Spain

  30. SimWorlds: A Multi-Agent System for Dynamic 3D Scene Creation

    Jul 2, 2026Chunjiang Liu, Xiaoyuan Wang, Haoyu Chen +3Multi-Agent LLM Systems3D Scene Generation

    1Carnegie Mellon University · 2Harvard University · University of California, Merced