Large Language Model Agents

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Period ending 2026-09-21

33 new papers

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Period ending 2026-09-14

34 new papers

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Period ending 2026-09-07

29 new papers

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  1. ATM: CID-Brokered Pre-Write Admission for Multi-Agent Code Co-Synthesis

    Jun 29, 2026Eagl HuangGovernance LayerAdmissibility

  2. COHORT: Collaborative Orchestration for Hardening via Offensive Replay on Emulated Topologies

    Jun 29, 2026Chen Frydman, Aviram Zilberman, Rubin Krief +6RemediationMitigation

  3. Collective cooperation without individual fidelity in LLM agents

    Jun 29, 2026Henrique Ferraz de Arruda, Carlos Gracia Lázaro, Alberto Aleta +1Large Language Model AgentsCooperation

  4. Whose Side Is Your Agent On? Multi-Party Principal Loyalty in LLM Agents

    Jun 29, 2026Bojie Li, Noah ShiLarge Language Model AgentsTrade-Off

  5. AERIS: Aerial-Edge Role-Driven Intelligence at Runtime via Orchestrated Language-Model Swarm

    Jun 29, 2026Jiabin Lou, Haopeng Wang, Xinyu Liu +3Aerial Vision-Language NavigationAerial Robots

  6. LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception

    Jun 29, 2026Binyan Xu, Haitao Li, Kehuan ZhangLarge Language Model AgentsAgent Memory

  7. Neural Procedural Memory: Empowering LLM Agents with Implicit Activation Steering

    Jun 29, 2026Chengfeng Zhao, Yuqiao Tan, Shizhu He +3Large Language Model AgentsAgent Memory

  8. Towards Generalizable and Evidential Nuclear Magnetic Resonance-Based Molecular Structure Elucidation via Large Language Model Agent

    Jun 29, 2026Zheng Fang, Chen Yang, Yusen Tan +9Molecular Structure ElucidationVast Chemical Space

  9. A Diagnostic Framework and Multi-Evaluator Audit of Evaluator-Driven Preference Dynamics in Self-Adapting LLM Agents

    Jun 29, 2026Liu ZewenPairwise PreferencesLarge Language Model Agents

  10. Understanding LLM Intervention Explanations in Multi-Party Human-Robot Interaction

    Jun 28, 2026Micol Spitale, Massimiliano Nigro, Emily CrossMulti-Agent Large Language Model SystemsHuman-Ai Interaction

  11. LLM-Guided Planning for Multi-hop Reasoning over Multimodal Nuclear Regulatory Documents

    Jun 28, 2026Mingyu Jeon, Bokyeong Kim, Suwan Cho +2Multimodal DocumentsHievi-Rag

  12. Minority Sentinel: When to Overturn Majority Voting in Multi-Agent LLM Debates

    Jun 28, 2026Chuan He, Zebin Chen, Zhengyi Yang +5DebateLarge Language Model Decision-Making

  13. Characterizing Large Language Model Agentic Workflows: A Study on N8n Ecosystem

    Jun 27, 2026Yutian Tang, Yuming Zhou, Huaming ChenAgentic WorkflowsMulti-Agent Large Language Model Systems

  14. Memory as an Attack Surface in LLM Agents: A Study on Multiple-Choice Question Answering

    Jun 27, 2026Shahnewaz Karim Sakib, Anindya Bijoy DasLarge Language Model AgentsLarge Language Model Performance

  15. When Latent Agents Lie: KV-Cache Integrity in Multi-Agent LLM Collaboration

    Jun 27, 2026Luís Brito, Carlos BaqueroLarge Language Model AgentsAgent Memory

  16. 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 Large Language Model SystemsAblation

  17. Capability Gates Are Not Authorization: Confused-Deputy Failures in LLM Agent Frameworks

    Jun 27, 2026David Mellafe ZuvicAuthorizationUntrusted Input

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

    Jun 26, 2026Javal Vyas, Milapji Singh Gill, Artan Markaj +2Fault ToleranceLarge Language Model Agents

  19. LLM agents security duality: a comprehensive survey of self-security and empowered cybersecurity

    Jun 26, 2026Yiwei Xu, Yong Zhuang, Xuanming Liu +6CybersecurityThreat Models

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

    Jun 25, 2026Chuanhao Li, Xiaoan Xu, Dirk Bergemann +3Large Language Model AgentsKnowledge-Intensive Domains

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

    Jun 25, 2026Jimmy Laurence Rippin, Simon C. Marshall, David Demitri Africa +1SteganographyAttack Stealthiness

  22. Supersede: Diagnosing and Training the Memory-Update Gap in LLM Agents

    Jun 25, 2026Vedant PatelLarge Language Model AgentsLarge Language Model Performance

  23. When Does Personality Composition Matter for Multi-Agent LLM Teams?

    Jun 25, 2026Aryan Keluskar, Amrita Bhattacharjee, Huan LiuMulti-Agent Large Language ModelPersonality

  24. Joint Learning of Experiential Rules and Policies for Large Language Model Agents

    Jun 25, 2026Shicheng Ye, Chao YuAgentic Reinforcement-Learning FrameworkLarge Language Model Agents

  25. ShareLock: A Stealthy Multi-Tool Threshold Poisoning Attack Against MCP

    Jun 25, 2026Liwei Liu, Tianzhu Han, Zijian Liu +2Data PoisoningModel Context Protocol

  26. Semantic Early-Stopping for Iterative LLM Agent Loops

    Jun 25, 2026Sahil ShrivastavaEarly StoppingLarge Language Model Agents

  27. Where Do CoT Training Gains Land in LLM based Agents?

    Jun 25, 2026Jingyu Liu, Zhiwen Wang, Yuxin Jing +2Large Language Model AgentsLarge Language Model Reasoning

  28. Delayed Verification Destabilizes Multi-Agent LLM Belief: Instability Thresholds and Optimal Corrector Placement

    Jun 25, 2026Igor ItkinMulti-Agent Large Language ModelVerifier

  29. Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents

    Jun 25, 2026Nada Lahjouji, Ashwin Gerard ColacoLarge Language Model AgentsAI Privacy Risks and Protection

  30. Evidence-Driven LLM Agent for C-to-Synthesizable-C Conversion and Verification

    Jun 25, 2026Zhe Zhao, Hongbing Lang, Zhihan Xiao +3High-Level SynthesisPersonalized Large Language Model Agents

  31. Adaptive Evaluation of Out-of-Band Defenses Against Prompt Injection in LLM Agents

    Jun 25, 2026Praneeth Narisetty, Shiva Nagendra Babu Kore, Uday Kumar Reddy Kattamanchi +1Indirect Prompt InjectionLarge Language Model Agents

  32. How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks?

    Jun 24, 2026David Akinpelu, Akintonde Abbas, Rereloluwa Alimi +1Large Language Model AgentsAgentic Benchmarks

  33. EVOM: Agentic Meta-Evolution of Actor-Critic Architectures for Reinforcement Learning

    Jun 24, 2026Boyun Zhang, Chao Wang, Kai WuSoft Actor-CriticSelf-Evolving Agents

  34. Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents

    Jun 24, 2026Changdae Oh, Wendi Li, Seongheon Park +3Reinforcement Learning Post-TrainingAgentic Reinforcement-Learning Framework

  35. Semantic Consistency Policy Optimization for Reinforcement Learning of LLM Agents

    Jun 24, 2026Peng Xu, Sijia Chen, Junzhuo Li +1Group Relative Policy OptimizationPotential-Based Reward Shaping

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

    Jun 24, 2026Aradhana Nayak, Mussadiq Nazeer, Wang Peng +1Graphical User Interface AgentsLlm-Based Agent

  37. SidConArena: An Environment Evaluating Agents in Open-Ended,Positive-Sum Bargaining Game

    Jun 24, 2026Yeqi Feng, Yuxin Chen, Tianxing HeNegotiationLarge Language Model Agents

  38. BiPACE: Bisimulation-Guided Policy Optimization with Action Counterfactual Estimation for LLM Agents

    Jun 24, 2026Hanyang Wang, Weijieying Ren, Yuxiang Zhang +4Group Relative Policy OptimizationLarge Language Model Agents

  39. The Interplay of Harness Design and Post-Training in LLM Agents

    Jun 24, 2026Kyungmin Kim, Youngbin Choi, Seoyeon Lee +3Large Language Model AgentsLLM Post-Training Methods

  40. Agentic Knowledge Tracing: A Multi-Agent LLM Architecture for Stealth Assessment of Financial Literacy in Serious Games

    Jun 24, 2026Gabriel Santos, Rita Julia, Marcelo NascimentoMulti-Agent Large Language ModelPer-Competency Bayesian Knowledge Tracing

  41. TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory

    Jun 23, 2026Tianyu Yang, Sudipta Paul, Vijay Srinivasan +2Agent MemoryLong-Term Memory

  42. Forget to Improve: On-Device LLM-Agent Continual Learning via Budget-Curated Memory

    Jun 23, 2026Beining Wu, Zihao Ding, Jun Huang +1Agent MemoryPersonalized Large Language Model Agents

  43. Accuracy and Satisfaction in Multi-Turn LLM Dialogues for NFR Assessment

    Jun 23, 2026Ali Pourghasemi Fatideh, Wilder Baldwin, Maria Dhakal +2Multi-Turn Large Language Model ConversationsLlm-Based Agent

  44. Governed Shared Memory for Multi-Agent LLM Systems

    Jun 23, 2026Yanki Margalit, Nurit Cohen-Inger, Erni Avram +2Agent MemoryMulti-Agent Large Language Model Systems

  45. AutoSpec: Safety Rule Evolution for LLM Agents via Inductive Logic Programming

    Jun 23, 2026Pingchuan Ma, Zhaoyu Wang, Zimo Ji +5SafetyLarge Language Model Agents

  46. Agon: An Autonomous Large-Scale Omnidisciplinary Research System Built on Prompt Economy

    Jun 23, 2026Youran Sun, Xingyu Ren, Chugang Yi +4AutoresearchMulti-Agent Large Language Model Systems

  47. MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems?

    Jun 22, 2026Juyang Bai, Laixi ShiMulti-Agent SystemsMulti-Agent Large Language Model Systems

  48. Self-Compacting Language Model Agents

    Jun 22, 2026Tianjian Li, Jingyu Zhang, William Jurayj +5Large Language Model AgentsAgentic Search

  49. Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation

    Jun 22, 2026Julia Belikova, Rauf Parchiev, Evgeny Egorov +4Procedural KnowledgeLarge Language Model Agents

  50. Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies

    Jun 22, 2026Ruixiao Lin, Xinhao Deng, Qingming Li +12Multiple Attack SurfacesThreat Models

  51. A Stackelberg Framework for Resource-Aware LLM Agents: Learning, Repair, and Conditional Guarantees

    Jun 22, 2026Baoxun WangLarge Language Model Agents

  52. Plans Don't Persist: Why Context Management Is Load Bearing for LLM Agents

    Jun 22, 2026Aman Mehta, Anupam DattaLarge Language Model AgentsAgent Memory

  53. When Agents Commit Too Soon: Diagnosing Premature Commitment in LLM Agents

    Jun 22, 2026Aman MehtaLarge Language Model AgentsHidden States

  54. DynamicMem: A Long-Horizon Memory Benchmark in Real-World Settings

    Jun 22, 2026Wenya Xie, Shengming Zhou, Zelin Li +9Long-Horizon TasksLarge Language Model Agents

  55. GRADE: Graph Representation of LLM Agent Dependency and Execution

    Jun 22, 2026Yue ZhaoLarge Language Model AgentsGraph Representations

  56. Libretto: Giving LLM Agents a Sense of Musical Structure

    Jun 21, 2026Yichen XuMusic GenerationSheet Music

  57. Black-Box Forensics for Conversational LLM Agents

    Jun 21, 2026Isadora White, Yasaman Jafari, Taylor Berg-KirkpatrickLarge Language Model AgentsLanguage Model Evasion Attacks

  58. Emergent Culture in Minimal LLM Systems

    Jun 21, 2026Simon Jones, Sabine HauertLarge Language Model AgentsEmergence

  59. Governance Decay: How Context Compaction Silently Erases Safety Constraints in Long-Horizon LLM Agents

    Jun 21, 2026Shiyang ChenLarge Language Model AgentsCompaction

  60. An LLM-Orchestrated Agent for Directional-Coupler Design with Self-Consistent Eigenmode and FDTD Validation

    Jun 21, 2026Saumya Biswas, Amrit De, Md Tauhidul IslamPhotonic DevicesAnalog Circuits