Multi-Llm Agents

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4 papers in the last four weeks, up 33% on the four weeks before. 0.0% of all new papers.

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  1. LLM-Driven Multi-Agent Control for Skill-Based Smart Manufacturing

    Oct 1, 2026Kay Köhle, Darko Anicic, Thomas A. Runkler +1Multi-Llm AgentsIndustrial Automation

    Technical University of Munich, Munich, Germany · Siemens AG, Foundational Technologies, Munich/Garching, Germany · Siemens AG, Digital Industries, Fürth, Germany

  2. Where Cyber Agents Struggle: Bottleneck Analysis of Multi-Stage LLM Agents

    Sep 23, 2026Saeedeh Lohrasbi, Mohammad Mamun, Ahmed Yehia +2Multi-Llm AgentsAgentic Evaluations

    Cybersecurity, DTRC, National Research Council, Ottawa, Canada · University of Windsor, Windsor, Ontario, Canada

  3. Passes Alone, Fails Together: Benchmarking Semantic Coordination in Parallel LLM-Agent Development

    Sep 21, 2026Haocheng Xia, Eugene Wu, Yongjoo ParkPull RequestsMulti-Llm Agents

    University of Illinois Urbana-Champaign Champaign, USA · Columbia University New York, USA

  4. AeroWeaver: An Embodied-Agent Harness for Weaving Aerial Skills into Distributed, Adaptive Swarm Execution

    Sep 16, 2026Jiabin Lou, Yirong Yang, Haopeng Wang +6Unmanned Aerial Vehicle SwarmsSwarms

    Beihang University, 37 Xueyuan Road, Haidian District, Beijing 100191, China

  5. LiveSim: Simulating Environment-Shaped Users in Multi-Agent Live-Stream Ecosystems

    Aug 27, 2026Jiaqi Xu, Yiran Qiao, Jing Chen +3Multi-Llm AgentsSynthetic Environments

    University of Chinese Academy of Sciences, Beijing 100049, China · ByteDance China

  6. Competing at Every Price Point with Agentic Evolution over a Menu of LLMs

    Aug 17, 2026Andrew BorthwickMulti-Llm AgentsSelf-Evolving Agents

    Independent Researcher

  7. ColluSkill: Adversarial Cross-Skill Composition for Evading Agent Skill Scanners

    Aug 10, 2026Puyu Zeng, Simeng Qin, Jingzhi Li +3Malicious AgentsMulti-Llm Agents

    College of Cryptology and Cyber Science, Nankai University, China · Northeastern University, China · University of Science and Technology Beijing, China +2

  8. Strategic Evaluation of Planning Strategies for LLM Agents in Cyber-Physical Systems

    Aug 4, 2026J. de Curtò, I. de ZarzàLarge Language Model PlanningCyber-Physical System

    Department of Computer Applications in Science and Engineering, BARCELONA Supercomputing Center, Barcelona, Spain · Escuela T´ecnica Superior de Ingenier´ıa (ICAI), Universidad Pontificia Comillas, Madrid, Spain · Human-Centered AI, Data and Software, LUXEMBOURG Institute of Science and Technology, Esch-sur-Alzette, Luxembourg

  9. AgentAntibody: An Adaptive Immune System for Defending LLM Agents against Prompt Injection

    Aug 4, 2026Shihao Weng, Yang Feng, Xiaofei Xie +1Multi-Llm AgentsPrompt Engineering

    Nanjing University · Singapore Management University · Nanyang Technological University

  10. Not Birds of a Feather: Personality-Based Partner Selection in LLM Agents

    Jul 22, 2026Tao Wang, Hsiang-Ling Chiu, Chihang Wei +2PersonalityMulti-Llm Agents

    University of Toronto

  11. Personalized Recommendation Tool Learning via Autonomous Language Agents

    Jul 22, 2026Mingdai Yang, Zhiwei Liu, Weizhi Zhang +3Multi-Llm AgentsLarge Language Model Personalization

    Univ. of Illinois Chicago Chicago, IL, USA · Microsoft Mountain View, USA · Beihang University, & Hangzhou Innovation Institute of BUAA Beijing & Hangzhou, China

  12. Cross-Agent Campaign Attribution: Linking Asynchronous Attacks Across LLM Agents

    Jul 21, 2026SangJin Park, Myungsub Choi, Jineok Kim +1Multi-Llm AgentsLarge Language Model Agents

    Tynapse, Seoul, Republic of Korea.

  13. Broken Gates: Re-evaluating Web Bot Defenses in the Age of LLM Agents

    Jul 21, 2026Behzad Ousat, Nikita Turkmen, Lalchandra Rampersaud +2CaptchaBrowser Agent

    Florida International University

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

    Jul 16, 2026Hao He, Chris J. Kuhlman, Xinwei DengMulti-Llm AgentsBringing Network Coding

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

  15. MyAG: A Graph-Based Framework for Designing and Analyzing Composable LLM Agent Systems

    Jul 15, 2026Zhisong ZhangMulti-Llm AgentsLarge Language Model Agents

    Department of Computer Science, City University of Hong Kong

  16. Learning Latency-Aware Orchestration for Multi-Agent Systems

    Jul 15, 2026Xi Shi, Mengxin Zheng, Qian LouModel-Based Multi-Agent SystemsInference Latency

    University of Central Florida

  17. Isolation as a First-Class Principle for LLM-Agent System Safety: Concepts, Taxonomy, Challenges and Future Directions

    Jul 14, 2026Huihao Jing, Wenbin Hu, Shaojin Chen +10Multi-Llm AgentsProduction Agentic Systems

    HKUST · NYU · SWUPL

  18. Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems

    Jul 9, 2026Kalle Kujanpää, Ning Liu, Shahnawaz Alam +4Multi-Llm AgentsLarge Language Model Agents

    Amazon, Fulfillment Technologies & Robotics

  19. From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents

    Jul 8, 2026Haipeng Ding, Yuexiang Xie, Zhewei Wei +2Self-Evolving AgentsMulti-Llm Agents

    Renmin University of China · Alibaba Group

  20. GUI agent: Guided Exploration of User-Sensitive Screens

    Jun 24, 2026Aradhana Nayak, Mussadiq Nazeer, Wang Peng +1Graphical User Interface AgentsMulti-Llm Agents

    1Huawei Heisenberg Research Center (Munich) · 2Huawei Technologies Co., Ltd

  21. Seeing Is Not Screening: Multimodal Hidden Instruction Attacks on Agent Skill Scanners

    Jun 16, 2026Xiaojun Jia, Jie Liao, Simeng Qin +5White-Box Spectral-Subspace-Guided AttackMulti-Llm Agents

    Nanyang Technological University, Singapore · Chongqing University, China · Northeastern University, China +2

  22. Communication Policy Evolution for Proactive LLM Agents

    Jun 12, 2026Xinbei Ma, Jiyang Qiu, Yao Yao +10Multi-Llm AgentsLarge Language Model Agents

    1Shanghai Jiao Tong University · 2OPPO Research Institute

  23. Minim: Privacy-Aware Minimal View for Agents via Trusted Local Sanitization

    Jun 11, 2026Hexuan Yu, Chaoyu Zhang, Heng Jin +4PrivacyData Leakage

    Virginia Tech, Arlington and Blacksburg, VA, USA · Washington University in St. Louis, St. Louis, MO, USA.

  24. Ahoy: LLMs Enacting Multiagent Interaction Protocols

    Jun 3, 2026Omkar J. Joshi, Munindar P. Singh, Amit K. ChopraMulti-Llm AgentsLarge Language Model Agents

    North Carolina State University, Raleigh, NC, USA · Lancaster University, Lancaster, UK

  25. A Theory-Guided LLM Pedagogical Agent for STEM+C Scaffolding Without Over-Reliance

    May 28, 2026Clayton Cohn, Surya Rayala, Siyuan Guo +13Artificial Intelligence EducationMulti-Llm Agents

    College of Connected Computing, Vanderbilt University, Nashville, Tennessee 37240 · The School for Science and Math at Vanderbilt, Vanderbilt University, Nashville, Tennessee 37240

  26. A Policy-Driven Runtime Layer for Agentic LLM Serving

    May 26, 2026Rui Zhang, Chaeeun Kim, Liting HuMulti-Llm AgentsProduction Agentic Systems

    University of California, Santa Cruz

  27. Stateful Inference for Low-Latency Multi-Agent Tool Calling

    May 25, 2026Victor NorgrenMulti-Llm AgentsAgentic Inference

    LayerScale, Inc.

  28. Simulating Hate Speech Cascades with Multi-LLM Agents: Empirical Grounding, Modeling Fidelity, and Intervention Strategies

    May 21, 2026Fan HuangHate SpeechContent Moderation

    Indiana University Bloomington

  29. FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration

    May 8, 2026Zhengding Hu, Mingge Lu, Zhen Wang +8Self-Evolving AgentsAlphaevolve

    University of California, San Diego · Georgia Institute of Technology

  30. AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents

    May 7, 2026Nithin Somasekharan, Rabi Pathak, Manushri Dhanakoti +4Computational Fluid DynamicScientific Discovery

    1Rensselaer Polytechnic Institute

  31. More Is Not Always Better: Cross-Component Interference in LLM Agent Scaffolding

    May 7, 2026Ming LiuMulti-Llm AgentsLarge Language Model Agents

    Amazon

  32. Safeguarding LLM Agents against Long-Horizon Threats via Shadow Memory

    May 4, 2026Yuhui Wang, Tanqiu Jiang, Jiacheng Liang +2Multi-Llm AgentsLarge Language Model Agents

    Stony Brook University USA · Cisco Systems USA

  33. A Low-Latency Fraud Detection Layer for Detecting Adversarial Interaction Patterns in LLM-Powered Agents

    May 1, 2026Sheldon Yu, Yingcheng Sun, Hanqing Guo +1Multi-Llm AgentsAdversarial Robustness

    University of California, San Diego · UNC at Greensboro · Indiana University Bloomington

  34. Skills-Coach: A Self-Evolving Skill Optimizer via Training-Free GRPO

    Apr 30, 2026Yu Tian, Jiawei Chen, Lifan Zheng +5Multi-Llm AgentsCoaching Systems

    University of Chinese Academy of Sciences · 2East China Normal University · 3Zhongguancun Academy +3

  35. FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments

    Apr 28, 2026Amir Saeidi, Venkatesh Mishra, Souradeep Mukhopadhyay +4Multi-Llm AgentsDialogue Benchmarks

    Arizona State University · Cisco Research

  36. PhySE: A Psychological Framework for Real-Time AR-LLM Social Engineering Attacks

    Apr 25, 2026Tianlong Yu, Yang Yang, Ziyi Zhou +5Attacker Large Language ModelScaling Improve Social Simulation

    1Hubei University · 2Apple Inc · 3Huazhong University of Science and Technology

  37. HiveMind: OS-Inspired Scheduling for Concurrent LLM Agent Workloads

    Apr 18, 2026Justice Owusu Agyemang, Jerry John Kponyo, Obed Kwasi Somuah +3Multi-Llm AgentsLarge Language Model Agents

    Sperix Labs · VIA Cybersecurity Lab, KNUST · Quantum and Assistive Technologies Lab, KNUST

  38. StoryMI: Steerable Multi-Agent Therapeutic Dialogue Generation

    Apr 18, 2026Qingyu Meng, Min Chen, Dingming Liu +5CounselingDialogue

    Vrije Universiteit Amsterdam · NII, Tokyo Institute of Technology

  39. Scepsy: Serving Agentic Workflows Using Aggregate LLM Pipelines

    Apr 16, 2026Otto White, Marcel Wagenländer, Britannio Jarrett +7Agentic WorkflowsAgentic Inference

    Imperial College London · Independent Researcher

  40. AgentWorm: Self-Propagating Attacks Across LLM Agent Ecosystems

    Mar 16, 2026Yihao Zhang, Zeming Wei, Xiaokun Luan +7Multi-Llm AgentsLarge Language Model Agents

    Peking University · Sun Yat-sen University · Wuhan University +2

  41. Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization

    Feb 11, 2026Yihang Yao, Zhepeng Cen, Haohong Lin +6Multi-Llm AgentsLarge Language Model Agents

    Carnegie Mellon University · Salesforce AI Research · Massachusetts Institute of Technology +2

  42. Who Gets the Reward & Who Gets the Blame? Evaluation-Aligned Training Signals for Multi-LLM Agents

    Nov 11, 2025Chih-Hsuan, Yang, Tanwi Mallick +5Multi-Llm AgentsProcess Reward Model

    Bella · Argonne National Laboratory · & University of Chicago

  43. AppAgent: Multimodal Agents as Smartphone Users

    Dec 21, 2023Chi Zhang, Zhao Yang, Jiaxuan Liu +6Multi-Llm AgentsMultimodal Agents

    Tencent

  44. EvoHarnessBench: Can Your Agents Keep Pace with an Evolving Harness?

    Date pendingZixuan Ke, Vaidehi Patil, Haizhou Shi +9Evolving HarnessAgentic Benchmarks

    Salesforce Research · University of North Carolina at Chapel Hill, conducted this work during an internship at Salesforce Research · University of Wisconsin–Madison +1