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. CURATE: Leveraging LLM Agents to Compose, Catalog, and Deploy Reproducible Workflows

    Aug 4, 2026Nolan Cutler, Chia-Chen Kuo, Nanda Velugoti +2Multi-Agent LLM SystemsHuman-in-the-Loop AI

    School of EECS Oregon State University · School of CBEE Oregon State University

  2. Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems

    Aug 4, 2026Sebastián Andrés Cajas Ordóñez, Agastya Munnangi, Aldo Marzullo +13AI Agent ReliabilityMulti-Agent LLM Systems

    MIT Critical Data, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States · Georgia State University, Atlanta, Georgia, United States · Politecnico di Milano, Milan, Italy +12

  3. AgentPanel: Toward a New Paradigm for Human--AI Collaboration in Exploring Scientific Questions

    Aug 4, 2026Zhiyao Cui, Qianyi Wang, Haoyang Yan +26Multi-Agent LLM SystemsScientific Hypothesis Generation

    Shanghai Artificial Intelligence Laboratory

  4. Relational Priors as Convergence Pressure in LLM-Based Multi-Agent Systems

    Aug 4, 2026Ming Shen, Chao Shang, Sadat Shahriar +4Multi-Agent LLM SystemsMulti-Agent Coordination

    Arizona State University · Amazon Web Services

  5. Everyone Conforms, No One Believes: Pluralistic Ignorance in LLM Agent Populations

    Aug 3, 2026Yashwanth YSMulti-Agent LLM SystemsNormative Conformity in Language Models

    Language Technologies Institute, Carnegie Mellon University, Pittsburgh, USA

  6. PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs

    Aug 3, 2026Haojie Hu, Chenhao Dang, Yaojia Liu +3Multi-Agent LLM SystemsAI-Assisted Scientific Research

    Tsinghua Shenzhen International Graduate School, Tsinghua University · Tongji University · Shanghai Jiao Tong University +2

  7. CockpitHAT: Dependency-Graph-Driven Hierarchical Attribution for Embodied Multi-Agent Cockpits

    Aug 3, 2026Wei Wang, Shuanghe Liu, Zhu Zhuo +4Agent Failure AnalysisMulti-Agent LLM Systems

    ByteDance

  8. MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication

    Aug 3, 2026Jinghan Xu, Longze Fan, Zeyuan Wang +2Multi-Agent LLM SystemsLLM Agent Security

    1Nankai University, China · 2China University of Petroleum, China · 3Sun Yat-sen University, China +1

  9. MITRE-SAGE: A Multi-Agent Cybersecurity Question-Answering Model

    Aug 3, 2026Ali Habibzadeh, Farid Feyzi, Reza Ebrahimi AtaniRetrieval-Augmented GenerationMulti-Agent LLM Systems

    Department of Computer Engineering University of Guilan Rasht, Iran

  10. Asking Questions the Right Way: A Multi-Agent Conversational System for Prompt Formulation in Complex Task Resolution

    Aug 2, 2026B. Sankar, Pawni Yadav, Srinidhi Ranjini Girish +1Multi-Agent LLM SystemsStructured Prompting

    Department of Mechanical Engineering, Indian Institute of Science (IISc), Bangalore, India · Department of Design and Manufacturing, Indian Institute of Science (IISc), Bangalore, India

  11. When Collaboration Becomes a Trigger: Collective Evidence-Threshold Backdoors in Multi-Agent Systems

    Aug 2, 2026Jia-Hao Xiao, Lei Feng, Min-Ling ZhangMulti-Agent LLM SystemsBackdoor Attacks

    School of Computer Science and Engineering, Southeast University, Nanjing 210096, China · Key Laboratory of Computer Network and Information Integration (Southeast University)

  12. When Prompts Control Robots: Prompt Injection Attacks in Multi-Agent Robotic Systems

    Aug 1, 2026Neha Nagaraja, Amisha Bagari, Hayretdin BahsiMulti-Agent LLM SystemsLarge Language Model-Based Robot Planning

    School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, USA · Department of Software Science, Tallinn University of Technology, Tallinn, Estonia

  13. BANDMAS: Causality-Inspired Semantic Packet Scheduling for Bandwidth-Efficient Multi-Agent Collaboration

    Aug 1, 2026Jiangwen Dong, Wanyu LinMulti-Agent LLM SystemsMulti-Agent System Optimization

    Department of Computing, The Hong Kong Polytechnic University, Hong Kong SAR, China

  14. MAPLE-Guard: Memory-Aware Link Enforcement Against Memory-Link Poisoning in Multi-Agent Systems

    Aug 1, 2026Wenjun Xiong, Yijin Zhou, Jiaqian Wang +6Multi-Agent LLM SystemsAgent Memory Poisoning

    Shanghai Jiao Tong University · Shanghai Innovation Institute · Xidian University +2

  15. D-VLC: Decentralized Vision-Language Collaboration for Heterogeneous Embodied Multi-Robot Systems in Unknown Environments

    Jul 31, 2026Yuan Zhou, Ruitong Lin, Shen Wang +5Multi-Agent LLM SystemsMulti-Robot Systems

    Zhejiang University, Hangzhou, China · Differential Robotics, Hangzhou, China · Beihang University, Beijing, China

  16. MANTA: Multi-Agent Network Topology Adaptation for Self-Evolving Multi-Agent Systems

    Jul 30, 2026Mao-xun Huang, Jerry Wang, Yi-Cheng Lai +3Multi-Agent LLM SystemsMulti-Agent Coordination

    Department of Computer Science, Cornell University, United States · Department of Computer Science, University of Illinois Urbana-Champaign, United States · Institute of Information Science, Academia Sinica, Taiwan

  17. Can Agents Deceive? Evaluating Reasoning and Deception in ParliamentBench using a Social Deduction Game

    Jul 30, 2026Niklas Bauer, Lars Benedikt Kaesberg, Akiko Aizawa +3Multi-Agent LLM SystemsSocial Deduction Games

    University of Göttingen, Germany · National Institute of Informatics, Japan · University of Tokyo, Japan

  18. ΣΣ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems

    Jul 30, 2026Peilin Feng, Suorong Yang, Soujanya PoriaAI Agent ReliabilityMulti-Agent LLM Systems

    1DeCLaRe Lab, Nanyang Technological University

  19. Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis

    Jul 30, 2026Linus Sander, Fengjunjie Pan, Vahid Zolfaghari +3Multi-Agent LLM SystemsMulti-Agent System Optimization

    Robotics, Artificial Intelligence and Real-Time Systems, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany

  20. Belief Coevolution in a Social Network of Generalist and Specialist Large Language Models

    Jul 29, 2026Germans Savcisens, Samantha Dies, Courtney Maynard +1Multi-Agent LLM SystemsAgent-Based Modeling

    Khoury College of Computer Sciences, Northeastern University, Boston, USA · Network Science Institute, Northeastern University, Boston, USA · Santa Fe Institute, Santa Fe, USA

  21. Auditing Emergent LLM-Agent Collaboration through Cooperation-Obligation Coupling

    Jul 29, 2026Zuyuan Zhang, Hanqing Yang, Carlee Joe-Wong +1Multi-Agent LLM SystemsAI Agent Auditing

    Department of Electrical and Computer Engineering, The George Washington University · Department of Electrical and Computer Engineering, Carnegie Mellon University

  22. Two Calls Beat Five Agents: Evaluating Multi-Agent Pipelines Against Self-Refinement for Local Language Models

    Jul 29, 2026Ashish Prajapati, Om MohiteMulti-Agent LLM SystemsLLM Self-Refinement

    Independent Researcher Mumbai, India

  23. UrbanDS: A Graph-Guided LLM Multi-Agent System for Data-Intensive Urban Tasks

    Jul 29, 2026Zhilun Zhou, Jianghao Yu, Yuming Lin +4Multi-Agent LLM SystemsAI Agent Benchmarks

  24. (EC)2: Event-Centric Explainability for Cybersecurity Through Multi-Agent LLM Investigations

    Jul 28, 2026Neta Kirmayer, David Tayouri, Andrés Murillo +3Multi-Agent LLM SystemsExplainable Artificial Intelligence

    Ben-Gurion University of the Negev, Beer-Sheva, Israel · Fujitsu

  25. Even More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems

    Jul 28, 2026Marylou Fauchard, Florian Carichon, Margarida Carvalho +1Multi-Agent LLM SystemsDeception in Language Models

    Mila, Université de Montréal · Mila, McGill Univeristy · Mila, Univeristé de Montréal, McGill Univeristy

  26. Runtime Uncertainty Monitoring for LLM-Based Multi-Agent Systems Using Bayesian Networks

    Jul 28, 2026Bart Custers, Koorosh AslansefatMulti-Agent LLM SystemsUncertainty Quantification

    University of Hull, Hull HU6 7RX, UK

  27. MyMentorLLM: A psychotherapy GenAI environment with multimodal voice/text patients, trainees and experts for deliberate practice

    Jul 28, 2026Rodolfo Rizzi, Alessandro Grecucci, Massimo StellaMental Health CounselingMulti-Agent LLM Systems

    CogNosco Lab, Department of Psychology and Cognitive Science, University of Trento, Italy. · Department of Education, Psychology and Communication Sciences, University of Bari, Italy.

  28. CoRenew: A large language model agent-based policy simulation platform for multifamily residential redevelopment

    Jul 28, 2026Yudi Zhang, Yuming Lin, Li Tian +2Multi-Agent LLM SystemsMulti-Agent Negotiation

    Department of Urban Planning, Tsinghua University, Beijing, 100084, China · Department of City and Regional Planning, UC Berkeley, Berkeley, CA, 94720, USA · Department of Electronic Engineering, Tsinghua University, Beijing, 100084, China

  29. Toward an Organizational Science of Multi-Agent LLM Systems: Decoupling Who, How, and Which Algorithm

    Jul 28, 2026Huan Chen, Xiang Song, Jian Jin +2Multi-Agent LLM SystemsMulti-Agent Orchestration

    Shunfeng Technology Co., Ltd., China · Shenzhen University, China

  30. ContractHIL-HLS: Contract-Aligned Multi-Agent Workflow with Hardware-in-the-Loop Feedback for HLS Design

    Jul 28, 2026Jingbo Zhang, Haoxiang Sun, Wenbo Wang +1Software EngineeringMulti-Agent LLM Systems

    Beijing University of Technology