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. Emergence World: A Platform for Evaluating Long-Horizon Multi-Agent Autonomy

    Jun 6, 2026Deepak Akkil, Ravi Kokku, Karthik Vikram +3Multi-Agent LLM SystemsLong-Horizon Agent Evaluation

    Emergence AI

  2. "So There's a Catch-22 Here": How Early Adopters Who Build Multi-Agent LLM Systems Conceptualize Transparency

    Jun 6, 2026Suchismita Naik, Samir Passi, Mihaela Vorvoreanu +2Multi-Agent LLM SystemsAI Agent Governance

    Purdue University, USA · Cornell University, USA · Microsoft Research, USA

  3. SAGE: An LLM-driven Self Reflective Agentic Framework for Fraud Detection

    Jun 6, 2026Yichen Chen, Siying Li, Yuhang Liang +2Multi-Agent LLM SystemsFinancial Fraud Detection

    National University of Singapore · School of Computing, Singapore 117417 · University of Chinese Academy of Sciences +4

  4. SPARC: A Multi-Agent System for Electrical Circuit Question Answering

    Jun 5, 2026Mushtari Sadia, Zhenning Yang, Umme Habiba Lamia +3Multi-Agent LLM SystemsQuestion Answering

    University of Michigan, Ann Arbor · Bangladesh University of Engineering and Technology

  5. Does Persona Make LLMs K-pop Fans? A Pilot Study of LLM-Based Online Concert Audience Agents

    Jun 5, 2026Kirak Kim, Hyojin Kim, Yejin Son +2Multi-Agent LLM SystemsLLM Agent Evaluation

    Graduate School of Culture Technology, KAIST, Daejeon, South Korea · Department of Artificial Intelligence, Yonsei University, Seoul, South Korea

  6. Beyond Goodhart's Law: A Dynamic Benchmark for Evaluating Compliance in Multi-Agent Systems

    Jun 5, 2026Yiyang Zhao, Zhuo Zhang, Qingxuan Le +2Multi-Agent LLM SystemsAI Agent Safety

    Fudan University Shanghai, China · Shanghai Academy of AI for Science Shanghai, China · Shanghai Artificial Intelligence Laboratory Shanghai, China +1

  7. Byzantine Cheap Talk: Adversarial Resilience and Topology Effects in LLM Coordination Games

    Jun 5, 2026Aya El Mir, Martin Takáč, Salem LahlouMulti-Agent LLM SystemsMulti-Agent Coordination

    Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE

  8. Agentopia: Long-Term Life Simulation and Learning in Agent Societies

    Jun 5, 2026Xintao Wang, Sirui Zheng, Hongqiu Wu +10Multi-Agent LLM SystemsHuman Behavior Simulation

    Fudan University · Independent Researcher · Johns Hopkins University +1

  9. Characterizing Opinion Evolution of Networked LLMs

    Jun 5, 2026Caleb Probine, Yigit Ege Bayiz, Filippos Fotiadis +3Multi-Agent LLM SystemsOpinion Dynamics

    The University of Texas at Austin

  10. Hierarchical Certified Semantic Commitment for Byzantine-Resilient LLM-Agent Collaboration

    Jun 5, 2026Haoran Xu, Lei Zhang, Iadh Ounis +1Multi-Agent LLM SystemsLLM Agent Security

    University of Glasgow Glasgow, United Kingdom · University of Western Ontario London, Canada

  11. Mitigating Anchoring Bias in LLM-Based Agents for Energy-Efficient 6G Autonomous Networks

    Jun 5, 2026Hatim Chergui, Claudia Carballo González, Farhad Rezazadeh +1Multi-Agent LLM Systems6G Networks

    i2CAT Foundation, 08034 Barcelona, Spain · Universitat Polit`ecnica de Catalunya (UPC), 08034 Barcelona, Spain · Research Institute for Digital Future, Khalifa University, 127788 Abu Dhabi, UAE

  12. MADRAG: Multi-Agent Debate with Retrieval-Augmented Generation for Training-Free Analytic Essay Scoring

    Jun 4, 2026Ali Keramati, Shiyuan Zhou, Sharad Mehrotra +1Multi-Agent LLM SystemsLLM-as-a-Judge

    University of California, Irvine

  13. CollabSim: A CSCW-Grounded Methodology for Investigating Collaborative Competence of LLM Agents through Controlled Multi-Agent Experiments

    Jun 4, 2026Jiaju Chen, Bo Sun, Yuxuan Lu +3Multi-Agent LLM SystemsMulti-Agent Coordination

    Northeastern University · Microsoft Research Asia

  14. EGTR-Review: Efficient Evidence-Grounded Scientific Peer Review Generation via Multi-Agent Teacher Distillation

    Jun 4, 2026Xinpeng Qiu, Wang Yihu, Zhifeng Liu +2Multi-Agent LLM SystemsEvidence-Grounded Generation

    Department of Information Management, Peking University · PKU-WUHAN Institute for Artificial Intelligence, Peking University

  15. Beyond Alignment: Value Diversity as a Collective Property in Multicultural Agent Systems

    Jun 4, 2026Shaoyang Xu, Jingshen Zhang, Long P. Hoang +2Multi-Agent LLM SystemsMulti-Agent Systems

    Singapore University of Technology and Design · Washington University in St. Louis

  16. Beyond tokens: a unified framework for latent communication in LLM-based multi-agent systems

    Jun 4, 2026Yingzhuo LiuMulti-Agent LLM SystemsMulti-Agent Communication

  17. Do More Agents Help? Controlled and Protocol-Aligned Evaluation of LLM Agent Workflows

    Jun 4, 2026Yuhang Fu, Ruishan Fang, Jiaqi Shao +4Multi-Agent LLM SystemsLLM Agent Evaluation

    1Beijing University of Posts and Telecommunications · *Work was done during Yuhang’s internship in Westlake University. · 3Zhejiang University +4

  18. SHIELDS: Automating OS Hardening with Iterative Multi-Agent Remediation

    Jun 3, 2026Andrew Hamara, Dwight Horne, Aldehir Rojas +5Multi-Agent LLM SystemsAutonomous Cyber Defense

    1L3Harris Technologies. · 2Texas A&M University.

  19. What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems

    Jun 3, 2026Chen Huang, Yuhao Wu, Wenxuan ZhangMulti-Agent LLM SystemsMulti-Agent System Optimization

    Singapore University of Technology and Design

  20. Streaming Communication in Multi-Agent Reasoning

    Jun 3, 2026Zhen Yang, Xiaogang Xu, Wen Wang +3Multi-Agent LLM SystemsMulti-Agent System Optimization

    HKUST(GZ) · ZJU · Alibaba Group +1

  21. GARL: Game-Theoretic Reinforcement Learning for Multi-Agent Strategic Prioritisation

    Jun 3, 2026Yuxiao Ye, Yiwen Zhang, Huiyuan Xie +2Multi-Agent LLM SystemsMulti-Agent System Optimization

    1Tsinghua University · 2The Hong Kong University of Science and Technology (Guangzhou)

  22. SMADE-IE: Sparse Multi-Agent Framework with Evidence-Driven Debate for Zero-Shot Information Extraction

    Jun 3, 2026Kenfeng Huang, Yi Cai, Xin Wu +2Multi-Agent LLM SystemsMulti-Agent Debate

    School of Software Engineering, South China University of Technology, Guangzhou, China

  23. RAMPART: Registry-based Agentic Memory with Priority-Aware Runtime Transformation

    Jun 3, 2026Nikodem TomczakMulti-Agent LLM SystemsLLM Agent Memory

    Thulge Labs, Singapore

  24. Plan First, Judge Later, Run Better: A DMAIC-Inspired Agentic System for Industrial Anomaly Detection

    Jun 3, 2026Yongzi Yu, Ao Li, Le Wang +4Multi-Agent LLM SystemsLLM Agent Orchestration

    1The Hong Kong University of Science and Technology (Guangzhou) · 2The Hong Kong University of Science and Technology · 3Shanghai University of Finance and Economics +2

  25. HMARS: A Hierarchical Multi-Agent Memory System for Long-Context Reasoning

    Jun 3, 2026Zeju Li, Ziyang Zheng, Yizhou Zhou +1Agent MemoryMulti-Agent LLM Systems

    The Chinese University of Hong Kong · Independent Researcher

  26. AgentJet: A Flexible Swarm Training Framework for Agentic Reinforcement Learning

    Jun 3, 2026Qingxu Fu, Boyin Liu, Shuchang Tao +2Multi-Agent LLM SystemsAgentic RL

    Tongyi Lab, Alibaba Group

  27. Organizational Control Layer: Governance Infrastructure at the Execution Boundary of LLM Agent Systems

    Jun 3, 2026Tianyu Shi, Yang Mo, Yiou Liu +6Multi-Agent LLM SystemsAI Agent Governance

    McGill · Purdue · UNSW +3

  28. Consensus is Strategically Insufficient: Reasoning-Trace Disagreement as a Knowledge-Representation Signal

    Jun 2, 2026Michał Wawer, Jarosław A. ChudziakMulti-Agent LLM SystemsMulti-Agent Reasoning

    Laboratory of The New Ethos Warsaw University of Technology, Warsaw, Poland · Institute of Computer Science Faculty of Electronics and Information Technology Warsaw University of Technology, Warsaw, Poland

  29. From 'What' to 'How' and 'Why': Sharing LLM-Generated Retrospective Summaries of Older Adults' Passive Tracking Data with Remote Family Members

    Jun 2, 2026Jiachen Li, Reina Szeyi Chan, Akshat Choube +3Multi-Agent LLM SystemsHealthcare

    Northeastern University, Boston, MA, USA

  30. A Training-Free Mixture-of-Agents Framework for Multi-Document Summarization using LLMs and Knowledge Graphs

    Jun 2, 2026Cuong Vuong Tuan, Trang Mai Xuan, Tien-Cuong Nguyen +2Multi-Agent LLM SystemsText Summarization

    Faculty of Artificial Intelligence and Data Science, Phenikaa University, Duong Noi, Ha Noi, Viet Nam · VNPT AI, VNPT Group, Ha Noi, Viet Nam · MobiFone Research and Development Center, MobiFone Corporation, Ha Noi, Viet Nam +1