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. Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory

    Aug 7, 2026Taeil Kim, Kangsan Kim, Sung Ju HwangAgent MemoryPersonalized Large Language Model Agents

  2. MemOPD: On-Policy Distillation through Memory State Alignment for Long-Horizon Agents

    Aug 7, 2026Zhiyuan Liu, Tinghong Ye, Chenghao Liu +2On-Policy DistillationToken-Level Supervision

  3. Controlled Memory Interference in Continual LLM Agents

    Aug 7, 2026Ao Ding, Hongzong LI, Shiqin Tang +4Agent MemoryInterference

  4. Does More Retrieved Evidence Help Visual Retrieval-Augmented Generation with Diffusion Language Models?

    Aug 7, 2026Jiankun Wang, Yisen Gao, Ziwei Zhang +3Multi-Source Retrieval-Augmented GenerationRelation-Conditioned Evidence Encoder

  5. Beyond Foundation Models: Dimension-Aware Neural Architecture Search with Small-Data Representation Models for Cryocooler Lifetime Prediction

    Aug 7, 2026Gregor Molan, Grafika Jati, Francesco Barchi +3Time Series Foundation ModelsRepresentation Learning

  6. Explicit, Not Longer: What Makes Epistemic Stance Survive Memory Compression

    Aug 7, 2026Alex KwonRetentionAgent Memory

  7. Coupling Planning with Episodic Memory in LLM Agents for Software Issue Resolution

    Aug 7, 2026Jiahao Zhang, Yifan Zhang, Yu HuangLarge Language Model AgentsEpisodic Memory

  8. The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents

    Aug 7, 2026Mingguang Chen, Licheng Wang, Bo QuLong-Horizon TasksLong-Horizon

  9. Toward Reliable Context Compression for Long-Horizon Agents: An Empirical Study of Execution Instability

    Aug 6, 2026Guanghui Min, Liang Wu, Mayank Darbari +2Long-Horizon AgentsCompaction

  10. Activity Frames: Deterministic Screen-Activity Compilation for Agent Memory and Replay

    Aug 6, 2026Nossa IyamuAgent MemoryText Corpora

  11. StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding

    Aug 6, 2026Xichen Zhang, Guankai Li, Yinghao Zhu +6Streaming VideoMultimodal Memory

  12. Hierarchical Graph Memory for LLM Agents with Path-level Localization and Rewrite

    Aug 5, 2026Xiawei Yue, Boran Wang, Xiaoqing Zhang +2Hierarchical Graph MemoryGraph Representations

  13. WorldMark: A Plug-and-Play World Knowledge Interface for Cross-Host Language Model Watermarking

    Aug 5, 2026Song Xiao, Yuqi Yuan, Yanshuo Zhang +1Large Language Model WatermarksWatermarks

  14. Mimir: A Neuro-Symbolic Memory System with Dynamic Grounding for Embodied Agents in Interactive Environments

    Aug 5, 2026Haoming Xu, Zhenlin He, Hengyi Wang +2Embodied AgentsAgent Memory

  15. Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent

    Aug 5, 2026Chenyu Wang, Yi Liu, Baoqing Li +2TriageOphthalmology

  16. Explicit Language Memory for Long-Horizon Planning in Vision-Language-Action Models

    Aug 5, 2026Houze Xu, Jizhong Li, Ziyi YeLarge Vision Language ModelsLong-Horizon Planning

  17. Caching for the Future: Scrub Jay Episodic Memory Principles for Agent Memory Systems

    Aug 5, 2026Kartikey Singh Bhandari, Aarya Wadhwani, Dhruv Kumar +1Episodic MemoryLong-Term Conversational Memory

  18. When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents

    Aug 5, 2026Yushi Sun, Yanjie ZhangAgent MemoryExplicit Visual Grounding

  19. FocusMem: Factorizing Content, Readout, and Trust in Latent GUI Memory

    Aug 5, 2026Zhuoran Zhang, Bowen Li, Jingcheng Ju +5Episodic MemoryReadout

  20. ArborEnum: Decision Tree Rashomon Sets over Continuous Features

    Aug 5, 2026Zakk Heile, Hayden McTavish, Margo Seltzer +1Decision TreesTrees

  21. SafeCommit: Certifying When Memory-Grounded Agents May Safely Act

    Aug 4, 2026Mayur Akewar, Ravi RanjanAgent MemoryAgent Framework

  22. EA-Graph: Artifact-Anchored Verification Memory for Coding Agents under Upstream Drift

    Aug 4, 2026Hwai-Jung Hsu, Cheng-Jan Chi, Hanna EverettSystemverilog AssertionsHierarchical Graph Memory

  23. FinPerMA: A Theory-Informed, Event-Grounded Personalized-Memory Benchmark for LLM Agents

    Aug 4, 2026Ben Wang, Kang Zhou, Lifan Guo +2Large Language Model AgentsFactual Recall

  24. PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents

    Aug 4, 2026Shuhan Xue, Zixin Ding, Yichen Shen +6Recursive Self-ImprovementSelf-Evolving Agents

  25. StreamDAM: Presence-Aware Memory for Real-Time Streaming Video Object Segmentation

    Aug 4, 2026Xiang ChenVideo Object SegmentationStreaming Video

  26. MAFIA: Query-Only Memory Attacks via Probing and Factual Injection against Audited LLM Agents

    Aug 4, 2026Jiaming Chen, Yisen Gao, Yanping Li +3Explicit MemoryLarge Language Model Agents

  27. TARL: Transaction-Aware Reliable Ledgers for Executable Memory Management in Long-Term Agents

    Aug 4, 2026Han Xiao, Hongjun Xu, Xin Zhang +2Agent MemoryStructured Evidence Ledger

  28. LeanMem: Simple and Efficient Long-Term Memory for LLM Agents

    Aug 4, 2026Yuxin Liao, Le Wu, Min Hou +3Long-Term MemoryTheorem

  29. Towards Improving Sequential Decision-Making in LLM Agents via Experience Memory

    Aug 4, 2026Jakub Rada, Viliam LisýLarge Language Model AgentsLarge Language Model Decision-Making

  30. FACTWASH: Catching AI Rewrites That Wash Hearsay into Fact

    Aug 4, 2026Alex KwonFact-CheckingFacts

  31. Distractor-Aware Truncation: Disentangling Context-Length Effects from Signal Loss in Long-Context LLM Benchmarks

    Aug 4, 2026Mohsen ArjmandiContext LengthLarge Language Model Memory

  32. Verifiable Memory: Learning Unified Memory Management with Local and Global Verifiers for Large Language Model Agents

    Aug 4, 2026Xiaolong Sun, Qichao Wang, Hangyu Li +1Large Language Model AgentsLong-Term Memory

  33. DP-MemView: A Memory Interface for Attribute-Level Transcript Privacy in Long-Term LLM Agents

    Aug 4, 2026Jong Wook Kim, Byoungjae Min, Kennedy Edemacu +3MemdefragStructured Evidence Ledger

  34. PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory

    Aug 4, 2026Dawei Liu, Haixu Song, Shuang Cheng +9Efficient Long-Context InferenceLarge Language Model Memory

  35. Schedule-Informed Temporal Fusion Forecasting of Hourly Airport Security-Checkpoint Throughput

    Aug 3, 2026Yinxiao Zhang, Sen Wang, Yi GaoAir Traffic ControlTemporal Fusion Transformer

  36. Maglev: Sliding Recurrent Memory

    Aug 3, 2026Bo Liu, Qiang LiuSliding-Window AttentionRecurrent Model

  37. MutMem: Cryptographically Authorized Mutation in Persistent Agent Memory

    Aug 3, 2026Walid SaidiCryptographically Authorized MutationStructured Evidence Ledger

  38. Learning a Vector-Symbolic Model for Socio-Cultural Tasks

    Aug 3, 2026Meera Ray, Swapnika Dulam, Christopher L. DancyCognitive MemoryLong-Term Memory

  39. LiveMem: Maintaining Memory State Continuity in Long-Running LLM Inference

    Aug 3, 2026Zhichen Liu, Ruihan Sun, Hengjie Yang +4Persistent StateMemdefrag

  40. GROVE: Growing and Reasoning over Temporally Stratified Memory from Streaming Video Experience

    Aug 3, 2026Sitong Gong, Caixin Kang, Tianyu Yan +7Streaming VideoFactual Recall

  41. Mamba with Hierarchical Memory: Solving Representation Bottleneck in Long Sequence Modeling

    Aug 3, 2026Qinwen Wang, Jieping Luo, Aoxiang Qin +5Bidirectional MambaSequence Modeling

  42. EvoGraph-Mem: Failure-Aware Editable Graph Memory for Long-Term Language Agents

    Aug 3, 2026Yuxi Qian, Yuxiang RenHierarchical Graph MemoryMultilingual Agents

  43. A Comparative Analysis of MLP and Kolmogorov-Arnold Networks (KAN) for Faster-than-Nyquist (FTN) Signaling Detection

    Aug 3, 2026Sude Ertan, Osman Tokluoglu, Enver CavusKolmogorov-Arnold NetworksMultilayer Perceptrons

  44. Divisive Normalization Shapes Low-Rank Slow Manifolds for Continuous Working Memory

    Aug 3, 2026Zhaotian Gu, Jie Su, Weiwei Wang +3Recurrent Neural NetworksSynaptic Plasticity

  45. MemSIF: From Structured Interactions to Dual-Track Fact Memory for LLM Agents

    Aug 3, 2026YuFei Luo, Xiucheng Xu, Zhen YangFactual RecallLarge Language Model Agents

  46. CoEvo-Mem: Co-Evolving Retrieval Policy and Memory Bank for LLM Agents

    Aug 3, 2026Bowen Ye, Yongchao Xu, Zhijian Li +3Co-EvolutionExplicit Memory

  47. PGMem: Tightly Coupled Persona-Memory Graph for Lifelong Personalized Agents

    Aug 3, 2026Wonjun Choi, Yerim Kim, Yukyung Lee +1Agent MemoryConversational Artificial Intelligence

  48. When Memory Becomes Authority: Benchmarking Authority Collapse at the Memory Consolidation Boundary

    Aug 3, 2026Qiuyang Zhan, Rui Zhang, Sheng Guo +2Agent MemoryAuthority

  49. Evaluating Forecasting Techniques for Hardware Errors on a Large-scale HPC System

    Aug 3, 2026Kaiyuan Liao, Xiwei Xuan, Tanwi Mallick +3Early Failure PredictionHigh-Performance Computing

  50. When Memory Updates but Behavior Does Not: Repairing Implicit Stale Dependencies in Personalized Agent Responses

    Aug 3, 2026Haofei Sun, Lin HeGradient StalenessAgent Memory

  51. V-Mem: Modality-Routed Retrieval for Long-Term Multimodal Agentic Memory

    Aug 2, 2026Dingyi Kang, Dongming Jiang, Yi Li +2Multimodal MemoryMultimodal Learning

  52. Long-Horizon Embodied Decision-Making via Multimodal Memory Compression

    Aug 2, 2026Bingxuan Li, Rui Yang, Cheng Qian +6Long-Horizon AgentsMultimodal Memory

  53. Stop When Memory Suffices: Evidence-Conditioned Progressive Execution for LLM Agents

    Aug 2, 2026Yidan Lin, Kaixiang Wang, Jiong Lou +1Agent MemoryLong-Horizon Agents

  54. Interpretable Machine Learning for Traffic Congestion Prediction: Unveiling the Impact of Different COVID-19 Periods

    Aug 2, 2026Dan Zhu, Chi Sin Ng, Litian Xie +1Accurate Traffic ForecastingCovid-19

  55. TrajWiki: Source-Grounded Memory Trajectories for Long-Horizon Dialogue Agents

    Aug 2, 2026Jingyu Sun, Yuyang Xue, Mingyang Li +9Long-Term Conversational MemoryConversational Artificial Intelligence

  56. PMMC: Prospective Multimodal Memory Compilation for Long-Term LVLM Agents

    Aug 2, 2026Jingyu Sun, Yan Lin, Yuyang Xue +10Multimodal MemoryAgent Memory

  57. Deep Learning CNN and Recurrence Analysis for Alpha Gamma EEG Biomarkers in Fragile X Syndrome

    Aug 1, 2026Zag ElSayed, Payton Siekierski, Jack Yanchen Liu +1Interictal Epileptiform DischargesAutism Spectrum Disorder

  58. CeQe: Grounding Lexical Retrieval in Semantic Evidence

    Aug 1, 2026Adam Kahirov, Umesh Deshpande, Swaminathan SundararamanFactual RecallVisual Grounding

  59. HAM-VLN: Harnessing Hierarchical Agentic Memory for Zero-Shot Vision-and-Language Navigation

    Jul 31, 2026An Liu, Bingxi Liu, Hongyu Ding +6Vision-Language NavigationAgent Memory

  60. Beyond Retrieval: Analytic Memory for Multimodal Agents

    Jul 31, 2026Zhoujin Tian, Hao Zhang, Yao Tian +4Multimodal MemoryMultimodal Retrieval