Agent Memory Management

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56 papers in the last four weeks, up 300% on the four weeks before. 0.6% of all new papers.

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  1. Does an Agent's History Tell You When Compaction Will Hurt? A Modest, Bounded Effect on the TRACE Paired-Replay Corpus

    Oct 6, 2026Egor Pakhomov, Erik NijkampLong-Horizon Agent EvaluationAgent Memory Management

    Salesforce AI Research

  2. The Right Memory in the Wrong Context: Verifying Retrieval Admissibility in Long-Term Agent Memory

    Oct 5, 2026Zi Wang, Xingqiao Wang, Emmanuel Addai +2Memory Agent BenchmarksLong-Term Conversational Memory

    University of Arkansas at Little Rock

  3. Lineage-Aware Memory Governance: A Derivation-Gated Framework for Privacy-Preserving Column-Level Access Control in Enterprise AI Agents

    Oct 5, 2026Venkata M Sangaraju, Sudhir VissaData LeakageData Provenance

    Independent Researcher · SAGE7 AI, Georgetown, Texas, USA

  4. MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents

    Oct 5, 2026Haozhen Zhang, Haodong Yue, Quanyu Long +6LLM Agent MemoryLLM Memory

    Nanyang Technological University · Tsinghua University · University of Illinois Urbana-Champaign

  5. AMBER: Training Long-Horizon Web Agents through Append-Only Memory

    Oct 5, 2026Chinmay Savadikar, Zhaoyu Zhang, Mingyu Zhao +4Long-Horizon LLM AgentsAgent Memory Management

    North Carolina State University · Shopify

  6. When to Remember, When to Abstain: Category-Conditioned Retention for Reliable Agent Memory

    Oct 5, 2026Olukunle Owolabi, Pulkit Gupta, Fei WangSelective PredictionLLM Agent Memory

    Meta AI

  7. PACMI: Provenance-Aware Cascading Memory Invalidation for Long-Term LLM Agents

    Oct 5, 2026Yiqi Wang, Jiaqi Liu, Jiaqi Zhang +4Data ProvenanceMemory Agent Benchmarks

    University of Southern Queensland · Southern University of Science and Technology · Jiangsu University +2

  8. AECG: Asymmetric Experience Consolidation and Governance In Multi-Agent Systems

    Oct 4, 2026Ao Tian, Jialong Liu, Daqi Zheng +7AI Agent ReliabilityMulti-Agent LLM Systems

    Beihang University · Wuhan University · ModelBest +1

  9. Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy

    Oct 4, 2026Ruqing Ning, Haibo Meng, Zhishang Xiang +4LLM SycophancyLLM Agent Memory

    Jilin University · Xiamen University

  10. Causal Memory Policy: Making Memory Utility Identifiable by Intervening on Retrieval

    Oct 1, 2026Arman Behnam, Binghui WangLLM MemoryCausal Inference

    Department of Computer Science Illinois Institute of Technology Chicago, IL

  11. Mem++: Non-Destructive Memory for Long-Term Organizational LLM Agents

    Oct 1, 2026Ahmad Yehia, Aly O. Abdelkareem, Islam Ahmed +4LLM Agent MemoryPersistent Memory for Language Models

    The University of Texas at Austin · AIDAChip Inc.

  12. MemFit: Efficient Long-Term Agentic Memory

    Oct 1, 2026Mitchell Piehl, Muchao YeLLM Agent MemoryPersistent Memory for Language Models

    Department of Computer Science The University of Iowa

  13. MemLife: Curating and Reasoning over Long-Term Egocentric Video Memories

    Sep 30, 2026Guangzhi Xiong, Xinyuan Zhang, Xiao Yang +14Multimodal MemoryReinforcement Learning

    Meta Reality Labs · University of Virginia · Work done at Meta +1

  14. What Should an Agent Remember? Disentangling Retention from Retrieval in Bounded-Memory Evaluation

    Sep 30, 2026Juli HuangAI Agent EvaluationMemory Agent Benchmarks

    Stanford University

  15. Personalized State-Transition-Aware Memory for Clinical Agents

    Sep 29, 2026Maryam Haghifam, Zahra Rajabi, Yizhou Sun +1LLM Agent MemoryState Tracking

    Department of Computer Science, University of California, Los Angeles, CA, USA · Optum AI, UnitedHealth Group, Minneapolis, MN, USA

  16. ContextRender: From Execution Dependencies to Agent Context

    Sep 29, 2026Savini Kashmira, Jayanaka L. Dantanarayana, Lingjia Tang +1Graph-Based Agent MemoryLong-Horizon LLM Agents

    University of Michigan, Ann Arbor, USA

  17. APM-Bench: Benchmarking Cross-session Persistent Memory for Egocentric Streaming Video Assistants

    Sep 29, 2026Jianguo Huang, Jinming Liu, Qiyao Wang +9Streaming Video UnderstandingEgocentric Video QA

    Shanghai Jiao Tong University · Eastern Institute of Technology, Ningbo · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences +4

  18. How Can Recommendation Feedback Evolve Agent Memory?

    Sep 29, 2026Shanwen Mao, Mingming Li, Hao Zhang +4Credit Assignment in RLAgent Memory Management

    Harbin Institute of Technology, Harbin, China · Alibaba Group, Hangzhou, China · Institute of Automation, Chinese Academy of Sciences, Beijing, China

  19. When Should Agents Check External State? Budgeting Observations for Stored Intentions

    Sep 29, 2026Zhengkun Di, Bin Shi, Kai Sun +2Cost-Aware InferenceAgent Memory Management

    School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, China · School of Distance Education, Xi’an Jiaotong University, Xi’an, China

  20. AMU:Admission and Memory Update for Personalized Conversations---Structured Memory with SLM Guided Control

    Sep 29, 2026Tao Hwang, Yishi DiaoConversational MemoryPersistent Memory for Language Models

    Independent Researcher · Nanchang University

  21. Audience-Bound Persistent Memory: Authorization Across the Memory Lifecycle

    Sep 28, 2026Sibo LiuLLM Agent MemoryPrivacy Leakage in Language Models

    Independent Researcher

  22. StateTape: Action-Conditioned Evidence Lifecycle Modeling for Long-Horizon Coding Agents

    Sep 28, 2026Ziyang Yu, Liang Zhao, Bowen Zhu +1AI Coding AgentsLLM Agent Memory

    Causal Dynamics Lab · Emory University

  23. Memory Is a Derivation: The Distributed-Evidence Paradox in Long-Term Agents

    Sep 28, 2026Hongjun Liu, Chen ZhaoAgent MemoryAgent Memory Management

    New York University

  24. Mnemon: Raw Records, Fast Judgments, Slow Thoughts

    Sep 28, 2026Guangren WangPersistent Memory for Language ModelsMemory Agent Benchmarks

  25. Memory in the Sky: Low-Altitude Question Answering with Multi-Agent Memory Aggregation

    Sep 28, 2026Chengyang Li, Yujie Wan, Shuai Wang +6Question AnsweringMulti-Agent Systems

    The University of Hong Kong, Hong Kong SAR, China · Southern University of Science and Technology, Shenzhen, China · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China +2

  26. GenMem: Generative Symbolic Memory for Self-Evolving Harness

    Sep 28, 2026Xinke Jiang, Tao Feng, Weixuan Xu +7LLM Agent MemoryPersistent Memory for Language Models

    National Engineering Research Center of Software Engineering, Peking University, Beijing, China · School of Computer Science, Peking University, Beijing, China · Key Laboratory of High Confidence Software Technologies, Ministry of Education, Beijing, China +2

  27. After the Fix: Transfer of Corrected Agent Experience

    Sep 28, 2026Yanfei Zhang, Xu LinLLM Self-CorrectionLLM Agent Memory

    International Digital Economy Academy (IDEA)

  28. FlowState: Execution State as Memory for Long-Horizon LLM Agents

    Sep 28, 2026Minghao Li, Bangyan Li, Zifan Wang +5LLM Agent MemoryLong-Horizon LLM Agents

    Ant International, Ant Group

  29. Remember by Asking: Retrieval-Induced Memory Evolution for LLM Agents

    Sep 28, 2026Wanqi Zhou, Jiawei Lu, Yang Wang +4LLM Agent MemoryPersistent Memory for Language Models

    Chang’an University

  30. Just-In-Time Agent Memory with Runtime Agentic Research

    Sep 28, 2026Bingyu Yan, Chaofan Li, Hongjin Qian +3Agent MemoryAgentic RAG

    Beijing Academy of Artificial Intelligence · Peking University · Hong Kong Polytechnic University

  31. PersMem: Internalizing Personality into Dual-Pathway Memory for LLM Agents

    Sep 28, 2026Hanzhong Zhang, Ziwei Xiang, Weicheng Xie +2Agent MemoryLarge Language Model-Based Role-Play Simulation

    Department of Computer Science, University of Exeter, United Kingdom · School of Marxism, Nanjing University, China · Shenzhen University, China +1

  32. Stashbird: Efficient Speaker-Indexed Memory for Conversational Agents

    Sep 28, 2026Chidera Biringa, Lucas Yannul, Xiaowen Wang +5Persistent Memory for Language ModelsGraph-Based Agent Memory

    Microsoft

  33. RoutePrism: Tracing Construction Order Effects in Agent Memory

    Sep 28, 2026Dong Xu, Zhangfan Yang, Jiantao Wu +5Agent MemoryLLM Agent Memory

    School of Artificial Intelligence, Shenzhen University · EasternDawn · School of Computer Science, University of Nottingham Ningbo

  34. TRACE: Governing Memory Validity in Evolving Multi-Agent Systems

    Sep 27, 2026Wenjun Xiong, Shengtao Zhang, Shangding Gu +5LLM Agent MemoryPersistent Memory for Language Models

    Shanghai Jiao Tong University · MemTensor(Shanghai) Technology Co., Ltd. · UC Berkeley +1

  35. Dude, Where's My State? Execution Information Requirements for Stateful Agents

    Sep 26, 2026Nikita Mehrotra, Ashish Tiwari, Priyanshu Gupta +1Software Engineering AgentsLong-Horizon Agent Evaluation

  36. Scope Before You Persist: Preventing Cross-Family Interference in Agent Memory

    Sep 24, 2026Yezhou Cheng, Runjia Du, Zeming Liu +5Agent MemoryContinual Learning for LLM Agents

    Independent · Northwestern University · Pinterest, Inc.

  37. When Fancy Eviction Fails: Rethinking Cache Replacement For LLM Prefix Reuse

    Sep 24, 2026Yiyu Liu, Minlan Yu, Juncheng YangLLM Inference EfficiencyKV Caching

    Harvard University

  38. EnSIMem: Entity-Structured Indexing for Long-Term Agent Memory

    Sep 23, 2026Xuanyu Meng, Xing Fan, Xinyi Fan +3Long-Term Conversational MemoryAgent Memory Management

    University of Illinois Urbana-Champaign · Amazon

  39. AkasicMEM: Governed Enterprise Memory for Agents

    Sep 22, 2026Jeongmin Bae, Yongjae Kim, Kyoung Hur +2Agent MemoryInformation Flow Control

    GraphAI Seoul, Republic of Korea

  40. Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents

    Sep 21, 2026Dongming Jiang, Yi Li, Bingzhe LiLLM Agent MemoryGraph-Based Agent Memory

    Department of Computer Science, The University of Texas at Dallas

  41. VibeMemBench: Evaluating Memory Systems for Coding Agents on Real Repository Coding Tasks

    Sep 20, 2026Liyang Fan, Yingcheng Shi, Yongbin Li +7Benchmark DesignSoftware Engineering Benchmarks

    Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences · SUAT · Alibaba Token Hub, Alibaba Group +1

  42. Propose, Verify, Commit: Evidence-Grounded Memory for Long-Horizon Multi-Actor Conversations

    Sep 20, 2026Zihao Lu, Zhihang Yuan, Lei ShiConversational MemoryPersistent Memory for Language Models

    Alibaba Cloud Computing, Hangzhou, China

  43. AdaRepair-Mem: Adaptive Experience Orchestration for Repository-Level Program Repair

    Sep 17, 2026Z. C. Luo, J. C. Guo, W. J. He +10Automated Program RepairAdaptive Retrieval

    Zhejiang University · Tencent

  44. JustMem: Just-Enough Memory Access for Long-Term Conversations

    Sep 17, 2026Guanhua Chen, Yanting Wang, Wenjing Zhi +1Conversational MemoryPersistent Memory for Language Models

    Beihang University

  45. Cognitive Extensions for Dual-Process Language Agents: Memory and Self-Reflection in Interactive Environments

    Sep 16, 2026João Meneses dos Santos, Arlindo L. OliveiraCognitive Architectures for AI AgentsRuntime Enforcement for AI Agents

    Instituto Superior Técnico, Universidade de Lisboa, Portugal · INESC-ID, Lisboa, Portugal

  46. Long-Lived Characters, Local Inference: Incremental Memory Maintenance for Game NPCs

    Sep 16, 2026Zimu XuLong-Context Language Model InferencePersistent Memory for Language Models

    University of Bern

  47. Agora: Git as Shared Memory for Collective AutoResearch

    Sep 16, 2026Yifan Zhang, Yunheng Zou, Shaokun Zhang +5AI Agents for Scientific DiscoveryMulti-Agent Collaboration

    NVIDIA

  48. LifeFuse-Mem: Lifecycle-Aware State Fusion Against Temporary Overwriting for Long-Term Memory

    Sep 14, 2026Hanyu Zhao, Yuqian Feng, Zhenyu Song +4LLM Agent MemoryPersistent Memory for Language Models

    Beijing Academy of Artificial Intelligence · University of Chinese Academy of Sciences · Institute of Software, Chinese Academy of Sciences +1

  49. AIM: A Privacy-Aware Interoperable Memory Framework for Multi-Agent Multi-User LLM Systems

    Sep 14, 2026Zachary Johnson, Nigel Boachie Kumankumah, Somya Chatterjee +8Multi-Agent LLM SystemsPrivacy-Preserving Language Models

    Microsoft

  50. Grounding Agent Memory: Environment-Probing Curation for Enterprise Agents

    Sep 12, 2026Susheel Suresh, Hazel Mak, Sahil Bhatnagar +2Agent MemoryMemory-Augmented Agents

    Microsoft Corporation One Microsoft Way, Redmond, WA 98052, USA

  51. Memory Compression for High-Fanout Agent Sandboxes

    Sep 12, 2026Mengming Li, Ceyu XU, Qijun Zhang +4Agent Memory Management

    HKUST

  52. What Should an Agent Forget? Separating What Is Stored from What Is Used

    Sep 9, 2026Yuhang Li, Yuchen LiPersistent Memory for Language ModelsTemporal IR

    East China Normal University Shanghai, China

  53. Kernel-Managed Shared Memory for System-Wide Personalization

    Sep 9, 2026Ryan Lum, Yongfeng ZhangMulti-Agent LLM SystemsAI Agent Governance

    Department of Computer Science Rutgers University Piscataway, NJ 08854

  54. ROAM: Robust Organization of Atomic Memories for Agents through Semantic Relations

    Sep 9, 2026Jianjie Zheng, Peng Lai, Sijie Cheng +3LLM Agent MemoryPersistent Memory for Language Models

    Southern University of Science and Technology · Tsinghua University · Deepexi Technology Co. Ltd.

  55. Procedural Memory Under Change: Reuse and Interference in Controlled Web Tasks

    Sep 9, 2026Yanze CaoAgent MemoryAgent Memory Management

    Independent Researcher Xi’an, China

  56. MeClear: Cooperative Game-Theoretic Attribution and Risk-Aware Memory Clearance for Long-Horizon LLM Agents

    Sep 8, 2026Boyu Yang, Jiazheng Sun, Zilong Lu +3Knowledge Conflicts in Language ModelsLong-Horizon LLM Agents

    College of Computer Science and Artificial Intelligence, Fudan University, Shanghai 200433, China · School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing 100081, China

  57. Graph-Based Personalized Memory for LLM Agents: Representation, Evolution, Retrieval, and Evaluation

    Sep 8, 2026Dac Duy Anh Nguyen, Zhangchi Qiu, Shigeng Chen +1LLM Agent MemoryGraph-Based Agent Memory

    School of ICT Griffith University Brisbane, Australia · School of ICT Griffith University Gold Coast, Australia

  58. CreaMem: A Scene-Aware Memory Architecture for Personalized Agents

    Sep 8, 2026Qixuan Sun, Yue Que, Bowei He +4LLM Agent MemoryEpisodic Memory

    City University of Hong Kong, Hong Kong SAR, China · AgentWoods Inc., San Francisco · Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE

  59. What Eviction Destroys: A Restore-Counterfactual Audit of Forgetting in Agent Memory

    Sep 8, 2026Chen ShenCounterfactual EvaluationLLM Agent Memory

    Megagon Labs

  60. MemForest: Efficient Agent Memory Management via EventTree Partitioning and Progressive Merging

    Sep 8, 2026Junxi Wang, Te Sun, Jiayi Zhu +9Graph-Based Agent MemoryLong-Term Conversational Memory

    Shanghai Jiao Tong University · Nanjing University · HIT +4