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

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  1. Staying In Character: Perspective-Bounded Memory For Book-Based Role-Playing Agents

    Jun 24, 2026Xushuo Tang, Junhe Zhang, Zihan Yang +4Role-Playing AgentsLlm-Generated Stories

  2. Reclaim Evaluation: A Lossy Memory Is Worse Than an Empty One

    Jun 24, 2026Alex KwonLarge Language Model MemoryCorrectness

  3. RAVEN: Long-Horizon Reasoning & Navigation with a Visuo-Spatio-Temporal Memory

    Jun 23, 2026Yixun Hu, Zhicheng Zheng, Lihan Zha +5Vision-Language NavigationAgent Memory

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

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

  5. ATMA: Length-Invariant Language Modeling via Polar Attention and Gated-Delta Compression Memory

    Jun 23, 2026Habibullah AkbarEfficient Long-Context InferenceLong-Term Memory

  6. Memory Retrieval in Visuomotor Policies for Long-Horizon Robot Control

    Jun 23, 2026Rutav Shah, Yisu Li, Femi Bello +2Visuomotor PolicyImitation Learning

  7. 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

  8. Are We Ready For An Agent-Native Memory System?

    Jun 23, 2026Wei Zhou, Xuanhe Zhou, Shaokun Han +5Agent MemoryLong-Term Memory

  9. MEMPROBE: Probing Long-Term Agent Memory via Hidden User-State Recovery

    Jun 23, 2026Enze Ma, Yufan Zhou, Wei-Chieh Huang +7Agent MemoryLong-Term Memory

  10. Cross-Lingual Exploration for Parametric Knowledge

    Jun 23, 2026Elisha Diskind, Itamar Trainin, Uri Shaham +3Cross-Lingual ConsistencyCross-Lingual Transfer

  11. Reasoning as Attractor Dynamics: Latent Memory Retrieval via Gibbs-Weighted Energy Minimization

    Jun 23, 2026Kanishk AwadhiyaDense Associative MemoryCognitive Memory

  12. Governed Shared Memory for Multi-Agent LLM Systems

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

  13. Entity Resolution via Batched Oracle Queries

    Jun 23, 2026Lorenzo Balzotti, Donatella Firmani, Luca Gagliardelli +1OraclesEntities

  14. Metis: Bridging Text and Code Memory for Self-Evolving Agents

    Jun 23, 2026Zijie Dai, Siuhin He, Hui Li +9Self-Evolving AgentsAgent Memory

  15. Schema-First Retrieval: Embedding Catalogs for Natural Language Analytics

    Jun 23, 2026Adarsh Agrawal, Shashank IndukuriText-To-SqlSchema

  16. RASC+: Retrieval-Constrained LLM Adjudication for Clinical Value Set Authoring

    Jun 22, 2026Sumit MukherjeeLarge Language Model JudgesLarge Language Model Evaluation

  17. RECALL: Recovery Experience Collection for Active Lifelong Learning in Vision-Language-Action Models

    Jun 22, 2026Ulas Berk Karli, Tesca FitzgeraldVision-Language-Action ModelsImitation Learning

  18. KEMO: Event-Driven Keyframe Memory for Long-Horizon Robot Manipulation with VLA Policies

    Jun 22, 2026Yihan Zeng, Minghao Ye, Yiyuan Chen +4Long-Horizon PlanningMemory-Augmented Large Language Models

  19. Kamera: Unified Position-Invariant Multimodal KV Cache for Training-Free Reuse

    Jun 22, 2026Bole Ma, Jan Eitzinger, Harald Koestler +1CacheReuse

  20. TriggerBench: Investigating Prospective Memory for Large Language Models

    Jun 22, 2026Tianhua Zhang, Xinjiang Wang, Qianxi Zhang +6Large Language Model MemoryFactual Recall

  21. Towards Root Memories: Benchmarking and Enhancing Implicit Logical Memory Retrieval for Personalized LLMs

    Jun 22, 2026Hongxun Ding, Xiang Yu, Chengbing Wang +4Large Language Model MemoryMemory Retrieval

  22. Memory Contagion: Cross-Temporal Propagation of Evaluator Bias via Agent Memory

    Jun 22, 2026Zewen LiuAgent MemoryImplicit Bias

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

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

  24. Compression and Retrieval: Implicit Memory Retrieval for Video World Models

    Jun 22, 2026Zhan Peng, Jie Ma, Huiqiang Sun +6Video World ModelsVideo Pretraining

  25. FlowTrain: Flow-Based Decoupled Training for Industrial-Grade Vision-Language Models

    Jun 22, 2026Zhida Jiang, Zhaolong Xing, Yang Pei +14Large Vision Language ModelsLarge Models

  26. EnerInfer: Energy-Aware On-Device LLM Inference

    Jun 22, 2026Bohua Zou, Nian Liu, Binqi Sun +6LLM Inference EfficiencyExplicit Memory

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

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

  28. DeepDiscovery: A Location-Inference Framework for Task-Level Repository Understanding

    Jun 22, 2026Jiawei He, Weisong Sun, Mengyu Shi +4CodebasesLarge Language Model Baselines

  29. RaMem: Contextual Reinstatement for Long-term Agentic Memory

    Jun 22, 2026Wei Yang, Bryce Kan, Shixuan Li +5Agent MemoryRepresentation Collapse

  30. Memory-Native Non-Terrestrial Networks for Embodied Intelligence

    Jun 22, 2026Chengyang Li, Yikun Wang, Jiahui He +6Mobile NetworksNeuromorphic Hardware

  31. LSTM Variants for Chaotic Dynamical Systems: An Empirical Study on the Lorenz Attractor

    Jun 21, 2026Ruslan GokhmanBidirectional Long Short-Term MemoryChaos

  32. MultiMem: Measuring and Mitigating Memorization in Multi-Modal Contrastive Learning

    Jun 20, 2026Wenhao Wang, Franziska Boenisch, Michael Backes +1Multimodal Contrastive LearningMultimodal Memory

  33. When Does Belief-Based Agent Memory Help? Reliability-Conditional Updating and Provenance-Capped Poisoning Defense

    Jun 20, 2026Pranav SinghLong-Term Conversational MemoryAgent Memory

  34. UnityShots: Memory-Driven Multi-Shot Audio-Video Generation with Boundary-Aware Gating

    Jun 19, 2026Jiehui Huang, Yuechen Zhang, Bin Xia +7Joint Audio-Video GenerationAudio Latent

  35. EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

    Jun 19, 2026Chang Nie, Chaoyou Fu, Junlan Feng +1Efficient Long-Context InferenceMemory-Augmented Large Language Models

  36. Compressing Observation History into Agent Memory: Distilling Transformers into Recurrent Transformers

    Jun 19, 2026Philippe Weinzaepfel, Christian Wolf, Bülent Mert Sariyildiz +2Recurrent ModelAgent Memory

  37. MedHal-Loc: Are "Explainable-by-Architecture" Medical Hallucination Detectors Faithful Localizers? A Localization Benchmark

    Jun 19, 2026Minmin Chen, Daojian Lu, Yining Dai +2Hallucination DetectionHallucinations

  38. Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning

    Jun 19, 2026Ling Chen, Ruinan Jin, Jun Luo +6Radiology Report GenerationReport

  39. Recency/Frequency Adaptive KV Caching for Large Language Model Serving

    Jun 19, 2026Yang Shen, Meghana Madhyastha, Robert Underwood +2Key-Value CacheLLM Inference Efficiency

  40. Learning Burst-Aware Early Warning Models for Capacity Stress under AI Workload Surges in Hyperscale Data Centers

    Jun 19, 2026Zihan Yu, Xianling Zeng, Zhiming Xue +2Artificial Intelligence Data CentersData Centers

  41. SLeDGe: Semi-Supervised Learning on Data Streams with Graph Structure Learning

    Jun 19, 2026Heechan Moon, Kijung ShinSemi-Supervised LearningGraph Representation Learning

  42. Latent Personal Memory: Represent personal memory as dynamic soft prompts

    Jun 18, 2026Debrup Das, Avinash Amballa, Yashas Malur Saidutta +3Large Language Model MemoryMemory Retrieval

  43. FlowEdit: Associative Memory for Lifelong Pronunciation Adaptation in Flow-Matching TTS

    Jun 18, 2026Harshit Singh, Ayush Pratap Singh, Nityanand MathurZero-Shot Text-To-SpeechMispronunciation Detection

  44. S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence

    Jun 18, 2026Yalun Dai, Hao Li, Shulin Tian +10Spatial ReasoningScene Representation

  45. Multi-Agent Transactive Memory

    Jun 18, 2026To Eun Kim, Xuhong He, Dishank Jain +3Agent MemoryExperience

  46. Large Language Models Do Not Always Need Readable Language

    Jun 18, 2026Jiayi Zhu, Haoxuan Peng, Junxi Wang +3Agent Memory

  47. AtomMem: Building Simple and Effective Memory System for LLM Agents via Atomic Facts

    Jun 18, 2026Yanyu Yao, Shangze Li, Zhi Zheng +4Agent MemoryLarge Language Model Agents

  48. Benchmarking Agentic Review Systems

    Jun 18, 2026Dang Nguyen, Wanqing Hao, Yanai Elazar +1Artificial Intelligence ReviewersPeer Review

  49. LOKI: Memory-Free Null-Space Constrained Lifelong Knowledge Editing

    Jun 18, 2026Masih Eskandar, Miquel Sirera Perelló, Stratis Ioannidis +1Multimodal Knowledge EditingLarge Language Model Memory

  50. ITNet: A Learnable Integral Transform That Subsumes Convolution, Attention, and Recurrence

    Jun 17, 2026Ashim Dhor, Rasel Mondal, Pin-Yu ChenConvolutional Neural NetworksConvolutional

  51. Repeated Shared Access Enables Grokking, but Edit Propagation Depends on an Addressable Memory

    Jun 17, 2026Yanan NiuExplicit MemoryKnowledge Graphs

  52. User as Engram: Internalizing Per-User Memory as Local Parametric Edits

    Jun 17, 2026Bojie LiLarge Language Model MemoryMemory Retrieval

  53. Mem-World: Memory-Augmented Action-Conditioned World Models for Persistent Robot Manipulation

    Jun 17, 2026Zirui Zheng, Jiaqian Yu, Xiongfeng Peng +7Efficient World-Action ModelGeneralizable Robotic Manipulations

  54. RTSGameBench: An RTS Benchmark for Strategic Reasoning by Vision-Language Models

    Jun 17, 2026San Kim, Daechul Ahn, Reokyoung Kim +3Agentic BenchmarksReasoning Benchmark

  55. Improving Human-Robot Teamwork in Urban Search and Rescue Through Episodic Memory of Prior Collaboration

    Jun 17, 2026Taewoon Kim, Emma van Zoelen, Mark NeerincxHuman-Robot CollaborationEpisodic Memory

  56. GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents

    Jun 17, 2026Zhe Ren, Yibo Yang, Yimeng Chen +7Agent MemoryMulti-Agent Systems

  57. What Must Generalist Agents Remember?

    Jun 17, 2026Khurram Yamin, Namrata Deka, Maitreyi Swaroop +3Agent MemoryLong-Horizon Agents

  58. How Well Can Your Video Model Remember? Measuring Memory-Budget Trade-offs in Long Video Understanding

    Jun 17, 2026Yixian TianVideo UnderstandingSubstantial Memory

  59. The Illusion of Improvement: Reject Inference Strategies in Credit Scoring

    Jun 16, 2026Bruno Scarone, Ricardo Baeza-YatesSelection BiasRejection

  60. CoreMem: Riemannian Retrieval and Fisher-Guided Distillation for Long-Term Memory in Dialogue Agents

    Jun 16, 2026Jiaqi Chen, Yongqin Zeng, Shaoshen Chen +4Explicit MemoryLong-Term Memory