Long Short-Term Memory

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Period ending 2026-09-21

37 new papers

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Period ending 2026-09-14

35 new papers

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Period ending 2026-09-07

37 new papers

A weekly snapshot of new work published in Long Short-Term Memory.

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

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

  2. X-amine509: Predicting the Practical Risk Level of Enterprise X.509 Certificates

    Sep 8, 2026Cameron Keith, Shubh Patel, JD Kilgallin +1CertificatesSecurity Analysis

  3. ReCite: Agentic Reasoning for Faithful Citation

    Sep 8, 2026Yuyang Huang, Bobo Li, Jiajia Song +4CitationsAgentic Reasoning

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

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

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

    Sep 8, 2026Woosang Jeon, Sanghyeok Choi, Minwoo Kim +2Scene RepresentationLong-Term Conversational Memory

  6. 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

  7. Personalizing LLM Agent Memory Using Biometrics

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

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

    Sep 8, 2026Qixuan Sun, Yue Que, Bowei He +4Agent MemoryPersonalized Large Language Model Agents

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

    Sep 8, 2026Siyuan Li, Taiyan Lang, Aoqi Yan +6Embodied AgentsHierarchical Graph Memory

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

    Sep 8, 2026Chen ShenEvictionAgent Memory

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

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

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

    Sep 8, 2026Yi Ting Shen, Kentaroh Toyoda, Alex LeungAgent MemoryRetrieval Layer

  13. Routing Dense Layouts with History-Aware Offline Reinforcement Learning using LSTM

    Sep 8, 2026Afsara Khan, Austin RovinskiAdaptive RoutingOffline Reinforcement Learning

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

    Sep 8, 2026Baojie Chen, Zijun Jia, Jing ZhongAutonomous DrivingDrives

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

    Sep 8, 2026Hongjin Lin, Wentao Wan, Keze WangLarge Language Model RoutingAdaptive Routing

  16. Popular Knowledge Propagates More Errors in LLM Knowledge Updating

    Sep 8, 2026Yuji Zhang, Weibing Wang, Cheng Qian +5FactsForgetting

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

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

  18. On the Recall Scaling Laws in Mamba: A Theoretical and Mechanistic Study via Hashing

    Sep 7, 2026Yuval Koren, Assaf Ben-Kish, Raja Giryes +2Dense Associative MemoryFactual Recall

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

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

  20. Separating Stream Stability from Long-Term Recall in Language Models

    Sep 7, 2026Peipei Cao, Xin Zhang, Jie Tang +3Autoregressive Language ModelsEfficient Long-Context Inference

  21. 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 +9Long-Term Conversational MemoryExplicit Memory

  22. ProtLingo: Efficient Protein Language Modeling via Conditional Memory and Expert Routing

    Sep 7, 2026Mingrui Li, Sixian Shen, Minzhang Li +4Graph Language ModelsSequence Modeling

  23. Continual Graph Memory for Adaptive Recommendation under Intent Drift

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

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

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

  25. Knowledge Acquisition During Pre-training? Large Language Models Learn Better With Auxiliary Views

    Sep 3, 2026Joseph Lee, Yidi Huang, Dokyoon Kim +2Large Language Model PretrainingFactual Recall

  26. Efficient Semantic Understanding from Digital Foveation

    Sep 3, 2026Caterina Caccavella, Vittorio Fra, Andreas Ziegler +2Dense Semantic SegmentationVision Sensors

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

    Sep 3, 2026Xingyuan Zeng, Zuohan Wu, Quanming Yao +5Long-Term Conversational MemoryConversational Benchmarks

  28. STAIR (STructure Aware Information Retriever): A novel dataset and LLM based retriever for document structure augmentation

    Sep 3, 2026Vineet Kumar, Meghanadh Pulivarthi, vishwajeet kumar +3Retrieval Recall

  29. Rethinking World Models for Safety-Critical Embodied Systems

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

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

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

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

    Sep 3, 2026Wen-Yu Chang, Yun-Nung ChenLong-Term Conversational MemoryConversational Benchmarks

  32. Plan Pointers and Record-Directive Form in Budgeted Verification of Inherited Agent Memory

    Sep 3, 2026Kazuki NakayashikiAgent MemoryMemorization

  33. Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

    Sep 3, 2026Heng Wang, Jielin Qiu, Wenting Zhao +7Key-Value Cache EvictionEviction

  34. Dude: A Dual-Detection Multi-Agent System for Paper-Code Discrepancy Detection

    Sep 3, 2026Weijie Liu, Running Zhao, Wenhao Yuan +4Code QualityDiscrepancy

  35. Fresh Memory, Stale Plans: Dependency-Scoped Validation for Distributed LLM-Agent Memory

    Sep 3, 2026Evan Chen, Shiqiang Wang, Christopher G. BrintonGradient StalenessAgent Execution

  36. Contextual Tamil Spelling and Grammar Correction Using Progressively Fine-Tuned Sequence-to-Sequence Transformers

    Sep 3, 2026Karthikeyan A, Jaya Nirmala S, Sangeetha Sivanesan +4Grammatical Error CorrectionLow-Resource Languages

  37. MemoryLACE: Memory Lifecycle-Aware Consolidation and Evidence Retrieval

    Sep 2, 2026Meriem Yacoubi, Pia Schmidt, Nenad Petrovic +3Long-Term Memory

  38. BASP: Communication-Efficient Batch-Aware Sequence Parallelism for LLM Training

    Sep 2, 2026Bigyan Ghimire, Jon C. CalhounParallelLarge Models

  39. CHIME: Credit-Aware Hierarchical Memory Evolution for Long-Horizon Agentic Planning

    Sep 2, 2026Yongshi Ye, Tian Lan, Feihu Jiang +7Long-Horizon AgentsAgent Memory

  40. InsightSeg: Reusing Correction Insights for Guideline-Consistent Segmentation

    Sep 2, 2026Vanshika Vats, Ashwani Rathee, James DavisDense Semantic SegmentationSample-Wise 2D Refinement

  41. Network-Aware Forecasting on Wireless Access Points

    Sep 2, 2026Niloo Bahadori, Swadhin Pradhan, Peiman AminiLow-Latency SystemsSubstantial Memory

  42. Basin Geometry and Reliable Recall of Dynamical Memories in Reservoir Computing

    Sep 1, 2026Ling-Wei Kong, Ying-Cheng LaiReservoir ComputingDense Associative Memory

  43. The Memory Trust Gap: Capability-Dependent Failures in Persistent-Memory Agents

    Sep 1, 2026Jundong Hu, Shekar RamachandranAgent MemoryGradient Staleness

  44. Agent Memory Is a Surface for Endogenous Authorization Laundering

    Sep 1, 2026Tommaso Cerruti, Mika Okamoto, Ansel Kaplan ErolAuthorizationAgent Memory

  45. Architecting Conversational Data Systems for Stateless LLM APIs: The Hydration Proxy Pattern

    Sep 1, 2026Joseph AxisaDigital SovereigntyLong-Term Memory

  46. Zeta-Lite: A Concurrent, Branchable In-Browser SQL Database for Agentic Memory

    Sep 1, 2026Gene ZhangSqlAgent Memory

  47. Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall

    Sep 1, 2026Jacqueline He, Howard Yen, Shuyue Stella Li +9Knowledge DistillationTeacher

  48. mzCache: On-Device LLM Memory Management under Multitasking

    Sep 1, 2026Hongseung Yu, Minsung Kim, Jongseok Park +1LLM Inference EfficiencyLarge Language Model Memory

  49. MutMem-V2: Cryptographically Authorized Mutation in Persistent Agent Memory Portable Verification and Reproducible Evidence

    Sep 1, 2026Walid SaidiCanonical Action Verification And AttestationMemdefrag

  50. EM^2Mem: Event-Centric Multimodal Memory for Large Language Models

    Sep 1, 2026Yijun Chen, Yaqi Zheng, Yanya Li +11Multimodal Memory

  51. Runtime-Independent Persistent Agents: Preserving Identity, Memory, and Code Across Models, Harnesses, and Servers

    Sep 1, 2026Zhenyu Zhao, Roy ZhaoPersistent StateAgent Memory

  52. SAM3-LoRA: Parameter-Efficient Adaptation of a Concept-Promptable Foundation Model for Multi-Class Structural Defect Segmentation

    Aug 31, 2026P. Malaisree, S. Youwai, S. Janrungautai +3Few-Shot SegmentationScalable Defect Detection

  53. Where Should Experience Live? Hierarchical Hebbian Memory for Continual Vision Transformers

    Aug 31, 2026Mohammed Yusuf Mujawar, Noorbakhsh Amiri GolilarzSelf-Supervised Vision TransformersVisual Memory

  54. Slow to See, Slow to Suppress: Understanding the Effects of Modality in Context-Memory Conflicts

    Aug 31, 2026Athulith Paraselli, Etha Tianze Hua, Ellie PavlickFactual Recall

  55. Measure Before You Manage: Evaluating Agent Working Memory in Coding Agents

    Aug 31, 2026Le Chen, Zishen Wan, Baixi Sun +6Working MemoryCoding Agents

  56. Towards Stream Learning on Embedded Systems: Benchmarking the Memory Consumption of Stream Learning Methods

    Aug 31, 2026Sebastian Buschjäger, Nuwan Gunasekara, Heitor Murilo GomesResource-Constrained Edge DevicesSubstantial Memory

  57. What It Costs to Compose, Rebuild, and Correct Precomputed Memory

    Aug 31, 2026Asa ShepardLarge Language Model MemoryKey-Value Cache

  58. Modality Disentangled Learning for Incomplete Multimodal Emotion Recognition: A Primitive Memory Distillation Perspective

    Aug 31, 2026Jiaqi Zhang, Zheng Pang, Mengting Li +9Emotion RecognitionRobust Multimodal Learning

  59. UTILMEM: Benchmarking Evidence Utilization in Long-Term Conversational Memory

    Aug 31, 2026Peijun Qing, Fobo Shi, Soroush VosoughiLong-Term Conversational MemoryConversational Benchmarks

  60. Agents in the Large: Perception-Centered Architecture for Persistent Agents

    Aug 31, 2026Shihan Dou, Haoxiang Jia, Shichun Liu +14Multilingual AgentsAgent Memory