Agent Memory

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Period ending 2026-09-14

35 new papers

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Period ending 2026-09-07

37 new papers

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  1. Where Should a Document Live: Context, Representations, or Parameters?

    Sep 15, 2026Nathanaël Carraz Rakotonirina, Momchil Hardalov, Gonzalo Iglesias +1Retrieval BenchmarksLarge Language Model Memory

  2. Interactive Memory Learning for Long-Term Conversations

    Sep 15, 2026Cai Ke, Jiangyue Yan, Han Zhang +5Agent MemoryAgentic Reinforcement Learning

  3. LSREP: A Longitudinal State-Replay Protocol for Evaluating Conversational Memory, with ICE v2 as an Audited Local-First Architecture

    Sep 15, 2026Deepesh SonarConversational Memory

  4. Complete Suffix Prediction for Recommendation via Latent Retrieval over Process Graphs

    Sep 14, 2026Sarra Madad, Myriam Maumy, Fr{é}d{é}ric Bertrand +1Latent PredictionHierarchical Graph Memory

  5. P-POSEMEM: Projective Semantic Memory for Consistent Language Grounding under Pose-Graph Rewrites

    Sep 14, 2026Ha Sier, Ali Salmasi, Mengya Xu +5Hierarchical Graph MemorySemantic Mapping

  6. MoME: Mixture-of-Memory Embeddings for Context-Aware Sparse Lookup

    Sep 14, 2026Muchen Li, Leonid Sigal, Renjie LiaoMixture-Of-Expert Language ModelsLarge Language Model Memory

  7. Validating Hybrid-State Cache Recovery for GLM-5.3-Flash with vLLM and LMCache

    Sep 14, 2026Frank LiIntermediate CheckpointsCache

  8. Shared KV Caching for Replicated 27B Inference: Correctness Failures and Performance Boundaries

    Sep 14, 2026Frank LiKv-Cache SteeringGraphics Processing Unit Memory

  9. CoMem: Collective-Individual Memory Synergy for Evolutionary Multi-Agent Systems

    Sep 14, 2026Chengxin Yu, Zhaoxin Fan, Faguo Wu +3Agent Memory

  10. Residual Vector-based Reconstruction as Long-Context Recall Regardless of Context Window Size

    Sep 14, 2026MyungHoon Ryu, XinYu Piao, Jong-Kook KimEfficient Long-Context InferenceLarge Language Model Memory

  11. OneLA: Scaling Linear-Attention Decoding to Large Beams in Generative Recommendation

    Sep 14, 2026Xiangrui Yang, Cheng Peng, Yunfeng Zhao +9Unified Generative FrameworkMemory-Augmented Large Language Models

  12. CueMem: Cue-Guided Context Reconstruction for Long-Term Conversational Memory

    Sep 14, 2026Changjian Wang, Rongzhen Li, Weili Guan +3Conversational Memory

  13. Rethinking Heterogeneous System Disaggregation for Subquadratic Attention

    Sep 14, 2026Arya Tschand, Yaosheng Fu, Vikram Sharma Mailthody +6Dynamic Sparse AttentionGraphics Processing Unit Memory

  14. Cognition on Graph: Navigating Massive Knowledge Space via Cognitive Cycles and Bidirectional Graph-Text Synergy

    Sep 14, 2026Gengxian Zhou, Jian Xu, Zichen Tang +3Graph-Based Retrieval Augmented GenerationHierarchical Graph Memory

  15. LifeMem: Enabling Lifelong Experience Reuse for LLM Agents

    Sep 14, 2026Yuli Qiu, Yutong Li, Wei Su +5Agent MemoryLarge Language Model Agents

  16. AgentKV: Phase-Aware KV Eviction for Agentic LLMs

    Sep 14, 2026Taowen Tony Liu, Jeffrey T. H. Wong, Can Xiao +3Agent MemoryLarge Language Model Serving

  17. 2AM: Grounding Agent-Side Memory as Guidance for Steerable Action Models in Long-Horizon Manipulation

    Sep 12, 2026Yutong Hu, Fengjiao Chen, Xuezhi Cao +1Multimodal AgentsAgent Memory

  18. MOSAIC: Query-Aware Exploration Policy Adaptation for GraphRAG

    Sep 12, 2026EunKyeong Lee, Kyeong-Jin Oh, Jinwon Kim +4Graph-Based Retrieval Augmented GenerationRetrieval-Augmented Generation

  19. Memory Compression for High-Fanout Agent Sandboxes

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

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

    Sep 12, 2026Susheel Suresh, Hazel Mak, Sahil Bhatnagar +2Agent MemoryMemoryagentbench

  21. Building py-kvcache: A Performance Characterization of External KV Caching for vLLM with NVMe SSDs

    Sep 11, 2026Joseph Kanichai, Tiziano De Matteis, Animesh TrivediKv-Cache SteeringKey-Value Cache

  22. Memory as Plans: World-Action Modeling with Memory-Grounded Planning

    Sep 11, 2026Sizhe Zhao, Haozhe Xie, Weiyu Zhao +5Action-Conditioned World ModelingClassical Planning

  23. REVA: Reusable Evidence View Aggregation for Context-Efficient RAG Serving

    Sep 11, 2026Tuan Nguyen, Qiran Hu, Banruo Liu +3Retrieval-Augmented GenerationMemory-Augmented Large Language Models

  24. Multi-Agent Agentic Graph Learning via Structural Signatures

    Sep 10, 2026Liang Qu, Jianxin Li, Hua WangMulti-Agent ReasoningHierarchical Graph Memory

  25. PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations

    Sep 10, 2026Hyojeong Yu, Hyukhun Koh, Minsung Kim +2Conversational MemoryDialogue Benchmarks

  26. Rebalancing Token Importance in Language Models with TF-IDF Weighted Cross-Entropy Loss

    Sep 10, 2026Zhijian Li, Stefan Larson, Kevin LeachLarge Language Model MemoryToken-Level Uncertainty

  27. Forgetting Only What Matters: Layer-Selective Unlearning toward Robust LLMs

    Sep 9, 2026Ravi Ranjan, Olivera Kotevska, Agoritsa PolyzouLarge Language Model UnlearningMachine Unlearning

  28. Fortunate Recall: Ontology-Driven Memory Lifecycle Management for Persistent Coherence in LLMs

    Sep 9, 2026Ansuman Mullick, Eray TüzünLarge Language Model MemoryOntology

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

    Sep 9, 2026Yuhang Li, Yuchen LiConversational MemoryForgetting

  30. From Retrieval to Weights: Parametric Individualization of Small Language Models with Individual Text Corpora

    Sep 9, 2026Christoph Wigbels, Ali Abusaleh, Markus T. Jansen +2Large Language Model MemorySmall Large Language Models

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

    Sep 9, 2026Ryan Lum, Yongfeng ZhangAgent MemoryData Augmentation

  32. The Sample Complexity of Quantum Entanglement Allocation

    Sep 9, 2026Nathan RollQuantumEntanglement

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

    Sep 9, 2026Jianjie Zheng, Peng Lai, Sijie Cheng +3Agent MemoryRetrieval Recall

  34. Procedural Graphs: Self-Evolving Execution Structures for LLM Agents

    Sep 8, 2026Yuxing Lu, Yicheng Chen, Shanchan Wu +1Hierarchical Graph MemoryLarge Language Model Agents

  35. Grouped Value Attention: Efficient KV Caching via On-Demand Key Reconstruction

    Sep 8, 2026Vishesh Tripathi, Abhay Kumar, Ramsha KhanGraphics Processing Unit Memory

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

    Sep 8, 2026Boyu Yang, Jiazheng Sun, Zilong Lu +3Conversational MemoryRetrieval Recall

  37. FRAME: Factored Retrieval via Attribute Readouts for Object-Centric Scene Memory

    Sep 8, 2026Woosang Jeon, Sanghyeok Choi, Minwoo Kim +2Conversational MemoryAttribute

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

    Sep 8, 2026Dac Duy Anh Nguyen, Zhangchi Qiu, Shigeng Chen +1Hierarchical Graph MemoryLarge Language Model Agents

  39. Personalizing LLM Agent Memory Using Biometrics

    Sep 8, 2026Yanhong Qian, Qingguo Meng, Shihao Ding +4Agent MemoryBiometrics

  40. Safe Task Planning with Long-Term Graph Memory for Embodied Agents

    Sep 8, 2026Siyuan Li, Taiyan Lang, Aoqi Yan +6Hierarchical Graph MemorySafeguard

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

    Sep 8, 2026Chen ShenEvictionAgent Memory

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

    Sep 8, 2026Junxi Wang, Te Sun, Jiayi Zhu +9Agent MemoryMemforest

  43. Revoked but Still Authoritative: An Empirical Study of Revocation Enforcement in Agent-Memory Systems

    Sep 8, 2026Yi Ting Shen, Kentaroh Toyoda, Alex LeungAgent MemoryStructural Enforcement

  44. SE-GoS: Self-Evolving Graph-of-Skills for Skill Library at Scale

    Sep 8, 2026Dawei Fu, Cheng Jiang, Sitian Qian +2Skill EvolutionAgent Skill Libraries

  45. Drive by Hindsight and Foresight: Tool-Grounded Synergistic Reasoning over Hierarchical Memory for Autonomous Driving

    Sep 8, 2026Baojie Chen, Zijun Jia, Jing ZhongAutonomous DrivingVision-Language Model Reasoning

  46. Do Dynamic Routers Need Memory? HeRo: History-Aware Routing for Efficient LLM Inference

    Sep 8, 2026Hongjin Lin, Wentao Wan, Keze WangLarge Language Model RoutingLLM Inference Efficiency

  47. Popular Knowledge Propagates More Errors in LLM Knowledge Updating

    Sep 8, 2026Yuji Zhang, Weibing Wang, Cheng Qian +5FactsLarge Language Model Memory

  48. ResidualAuth: What Authorization State Must Language Agents Preserve under Revocable Delegation?

    Sep 8, 2026Moonwon Choi, Seokho Jeong, Seunggeun LeeAuthorizationDelegation

  49. MetaKV: Adaptive KV Cache Compression for Constrained LLM Inference

    Sep 7, 2026Michael Wang, Keith Li, Roozbeh BostandoostKey-Value Cache CompressionLLM Inference Efficiency

  50. Kalman Delta Networks: Uncertainty-aware Associative Memory

    Sep 7, 2026Ngoc Bui, Tinglin Huang, Rex YingRecurrent ModelAssociative Memory

  51. MEMO: Multimodal Evidence Memory Organization for Long-Horizon LLM Agents

    Sep 7, 2026Xian Gao, Jinpeng Wang, Jiacheng Ruan +3Multimodal MemoryAgent Memory

  52. Where to Look and What to Use: Retrieve-Localize-Generate for Long-Term Conversational Memory Question Answering

    Sep 7, 2026Yifan Wang, Xinkui Lin, Yongxiu Xu +9Conversational Memory

  53. Continual Graph Memory for Adaptive Recommendation under Intent Drift

    Sep 7, 2026Hao Nguyen Ngoc, Tung Nguyen, Nguyen Thi Hanh +2Hierarchical Graph MemoryRecommendation Quality

  54. ICM-Bench: Person-Level Identity Reasoning in Multimodal Agents with Long-Term Memory

    Sep 3, 2026Shidu Ren, Yunze Liu, Xing Liu +3Multimodal MemoryMultimodal Agents

  55. RuleMem: Active Rule Memory for Long-Term Conversational Agents

    Sep 3, 2026Xingyuan Zeng, Zuohan Wu, Quanming Yao +5Conversational MemoryDialogue Benchmarks

  56. Rethinking World Models for Safety-Critical Embodied Systems

    Sep 3, 2026Kailang Ma, Heye Huang, Inhi Kim +1World ModelsSafety-Critical Domains

  57. Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation

    Sep 3, 2026Yingmao Miao, Pengfei Zhang, Chaoran Xu +5ContinuationWorld Models and Dynamics

  58. Remember and Reweight: Enhancing Multi-Agent Debate with Experience Memory and Confidence Estimation

    Sep 3, 2026Xuanfa Jin, Zhijian Ma, Yongcheng Zeng +3Multi-Agent DebateReweighting

  59. Auditing Patient Privacy in Medical Generative Models: Scalable Memorization Detection with DeepSSIM++

    Sep 3, 2026Antonio Scardace, Francesco Guarnera, Sebastiano Battiato +1Medical Image GenerationGenerative Models

  60. When Users Don't Ask: Benchmarking Context-Driven Memory Retrieval in Conversational Agents

    Sep 3, 2026Wen-Yu Chang, Yun-Nung ChenConversational MemoryDialogue Benchmarks