Long Short-Term Memory

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Period ending 2026-09-21

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Period ending 2026-09-14

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Period ending 2026-09-07

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  1. Mesh Memory Protocol: Semantic Infrastructure for Multi-Agent LLM Systems

    Apr 21, 2026Hongwei XuAgent MemoryMulti-Agent Large Language Model Systems

  2. Four-Axis Decision Alignment for Long-Horizon Enterprise AI Agents

    Apr 21, 2026Vasundra SrininvasanAgent DecisionsLong-Horizon

  3. Revisiting Catastrophic Forgetting in Continual Knowledge Graph Embedding

    Apr 21, 2026Gerard Pons, Carlos Escolano, Besim Bilalli +1Knowledge Graph EmbeddingsCatastrophic Forgetting

  4. Does Self-Consistency Improve the Recall of Encyclopedic Knowledge?

    Apr 21, 2026Sho Hoshino, Ukyo Honda, Peinan ZhangSelf-ConsistencyFactual Recall

  5. Reinforcement Learning Improves LLM Accuracy and Reasoning in Disease Classification from Radiology Reports

    Apr 21, 2026Yishu Wei, Yi Lin, Adam Flanders +2Radiology Report GenerationDisease Detection

  6. Gated Memory Policy

    Apr 21, 2026Yihuai Gao, Jinyun Liu, Shuang Li +1Visuomotor PolicyFactual Recall

  7. HELM: Harness-Enhanced Long-horizon Memory for Vision-Language-Action Manipulation

    Apr 20, 2026Zijian Zeng, Fei Ding, Huiming Yang +1Vision-Language-Action ModelsLong-Horizon Planning

  8. Mango: Multi-Agent Web Navigation via Global-View Optimization

    Apr 20, 2026Weixi Tong, Yifeng Di, Tianyi ZhangWeb AgentsWeb

  9. WorldDB: A Vector Graph-of-Worlds Memory Engine with Ontology-Aware Write-Time Reconciliation

    Apr 20, 2026Harish Santhanalakshmi GanesanTemporal Knowledge GraphsExplicit Memory

  10. ArbGraph: Conflict-Aware Evidence Arbitration for Reliable Long-Form Retrieval-Augmented Generation

    Apr 20, 2026Qingying Niu, Yuhao Wang, Ruiyang Ren +2ArbitrationFactual Recall

  11. HiGMem: A Hierarchical and LLM-Guided Memory System for Long-Term Conversational Agents

    Apr 20, 2026Shuqi Cao, Jingyi He, Fei TanLong-Term Conversational MemoryMulti-Turn Large Language Model Conversations

  12. MA-DLE: Speech-based Automatic Depression Level Estimation via Memory Augmentation

    Apr 20, 2026Xuzhi Wang, Xinran Wu, Ziping Zhao +2Depression DetectionMemory-Augmented Large Language Models

  13. EmbodiedLGR: Integrating Lightweight Graph Representation and Retrieval for Semantic-Spatial Memory in Robotic Agents

    Apr 20, 2026Paolo Riva, Leonardo Gargani, Matteo Frosi +1Embodied AgentsHierarchical Graph Memory

  14. A Control Architecture for Training-Free Memory Use

    Apr 20, 2026Yanzhen Lu, Muchen Jiang, Zhicheng Qian +1Memory RetrievalSelectivity

  15. Mix and Match: Context Pairing for Scalable Topic-Controlled Educational Summarisation

    Apr 20, 2026Nathikan Yodthapa, Thanapong Intharah, Sahan BulathwelaSummarizationSynthetic Data Augmentation

  16. Neural Garbage Collection: Learning to Forget while Learning to Reason

    Apr 20, 2026Michael Y. Li, Jubayer Ibn Hamid, Emily B. Fox +1Catastrophic ForgettingLarge Language Model Memory

  17. Latent Preference Modeling for Multi-Session Personalized Tool Calling

    Apr 20, 2026Yejin Yoon, Minseo Kim, Taeuk KimMulti-Turn Tool-Use AgentAgent Memory

  18. A novel LSTM music generator based on the fractional time-frequency feature extraction

    Apr 20, 2026Li Ya, Chen Wei, Li Xiulai +3Music GenerationTime-Frequency

  19. Causal-Temporal Event Graphs: A Formal Model for Recursive Agent Execution Traces

    Apr 19, 2026Simon FoldvikCausal GraphAgent Execution

  20. AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models

    Apr 19, 2026Zhanyu Shen, Sijie Cheng, Zhicheng Guo +3Large Language Model MemoryContextual

  21. The Continuity Layer: Why Intelligence Needs an Architecture for What It Carries Forward

    Apr 19, 2026Samuel Sameer TanguturiAgent MemoryIntelligence

  22. If Only My CGM Could Speak: A Privacy-Preserving Agent for Question Answering over Continuous Glucose Data

    Apr 18, 2026Yanjun Cui, Ali Emami, Temiloluwa Prioleau +1Continuous Glucose MonitoringAgent Memory

  23. GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0)

    Apr 18, 2026Jiaqing Liang, Jinyi Han, Weijia Li +15Large Language Model AgentsSelf-Evolving Agents

  24. Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning

    Apr 18, 2026Jiachen QianLong-Term Memory

  25. MEMRES: A Memory-Augmented Resolver with Confidence Cascade for Agentic Python Dependency Resolution

    Apr 18, 2026Dao Sy Duy Minh, Tran Chi Nguyen, Trung Kiet Huynh +3Memory-Augmented Large Language ModelsConfidence Estimation

  26. PRISM: Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations

    Apr 18, 2026Yuhe Wu, Guangyu Wang, Yuran Chen +6Large Language Model HallucinationHallucination Rate

  27. HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents

    Apr 18, 2026Jinchang Zhu, Jindong Li, Cheng Zhang +2Agent MemoryEpisodic Memory

  28. Reducing Peak Memory Usage for Modern Multimodal Large Language Model Pipelines

    Apr 17, 2026Junwan Kim, Hyunkyung BaeMulti-Modal Large Language ModelsLLM Inference Efficiency

  29. Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents

    Apr 17, 2026Xing Zhang, Guanghui Wang, Yanwei Cui +4Large Language Model AgentsAgent Memory

  30. Federated Learning with Quantum Enhanced LSTM for Applications in High Energy Physics

    Apr 17, 2026Abhishek Sawaika, Durga Pritam Suggisetti, Udaya Parampalli +1Hybrid Quantum Neural NetworksQuantum Machine Learning

  31. Long-Term Memory for VLA-based Agents in Open-World Task Execution

    Apr 17, 2026Xu Huang, Weixin Mao, Yinhao Li +2Efficient Vision-Language-Action ModelsArtificial Intelligence Agents

  32. CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics

    Apr 17, 2026Ming-Bin Chen, Jey Han Lau, Lea FrermannDeliberationInformation Gain

  33. PolicyBank: Evolving Policy Understanding for LLM Agents

    Apr 16, 2026Jihye Choi, Jinsung Yoon, Long T. Le +2Agent MemoryAuthorization

  34. Stability and Generalization in Looped Transformers

    Apr 16, 2026Asher LabovichTransformer ArchitecturesFixed-Point Iteration

  35. Assessing the Potential of Masked Autoencoder Foundation Models in Predicting Downhole Metrics from Surface Drilling Data

    Apr 16, 2026Aleksander Berezowski, Hassan Hassanzadeh, Gouri GindeDrilling DataMasked Autoencoders

  36. MemoSight: Unifying Context Compression and Multi Token Prediction for Reasoning Acceleration

    Apr 16, 2026Xinyu Liu, Xin Liu, Bo Jin +8Reasoning BenchmarkChain-of-Thought Reasoning

  37. Layered Mutability: Continuity and Governance in Persistent Self-Modifying Agents

    Apr 16, 2026Krti TallamModificationsMultilingual Agents

  38. Towards Lifelong Aerial Autonomy: Geometric Memory Management for Continual Visual Place Recognition in Dynamic Environments

    Apr 10, 2026Xingyu Shao, Zhiqiang Yan, Liangzheng Sun +5Drone-View Geo-LocalizationVisual Place Recognition

  39. SatIR: Scalable High-Recall Constraint-Satisfaction-Based Information Retrieval for Clinical Trials Matching

    Apr 10, 2026Zikai Zhou, Yufei Jin, Yilin Xu +3Retrieval RecallHumor

  40. Leveraging Complementary Embeddings for Replay Selection in Continual Learning with Small Buffers

    Apr 9, 2026Danit Yanowsky, Daphna WeinshallEfficient Continual LearningContinual Learning Methods

  41. Event-Centric World Modeling with Memory-Augmented Retrieval for Embodied Decision-Making

    Apr 8, 2026Zhaowen Fan, Rongchao Zhang, Yunxiang HanEmbodied AgentsMemory-Augmented Large Language Models

  42. Oblivion: Self-Adaptive Agentic Memory Control through Decay-Driven Activation

    Mar 31, 2026Ashish Rana, Chia-Chien Hung, Qumeng Sun +2Agent MemoryCognitive Memory

  43. APEX-EM: Non-Parametric Online Learning for Autonomous Agents via Structured Procedural-Episodic Experience Replay

    Mar 31, 2026Pratyay Banerjee, Masud Moshtaghi, Ankit ChadhaSubstantial MemoryLearning-Augmented Algorithms

  44. The Rules-and-Facts Model for Simultaneous Generalization and Memorization in Neural Networks

    Mar 26, 2026Gabriele Farné, Fabrizio Boncoraglio, Lenka ZdeborováMemorizationSingular Learning Theory

  45. StateLinFormer: Stateful Training Enhancing Long-term Memory in Navigation

    Mar 24, 2026Zhiyuan Chen, Yuxuan Zhong, Fan Wang +4Persistent StateLong-Term Memory

  46. Alignment Whack-a-Mole : Finetuning Activates Verbatim Recall of Copyrighted Books in Large Language Models

    Mar 21, 2026Xinyue Liu, Niloofar Mireshghallah, Jane C. Ginsburg +1RightsMemorization

  47. Retrieval-Augmented LLM Agents: Learning to Learn from Experience

    Mar 18, 2026Thomas Palmeira Ferraz, Romain Deffayet, Vassilina Nikoulina +2Agentic Reinforcement-Learning FrameworkLarge Language Model Agents

  48. LMEB: Long-horizon Memory Embedding Benchmark

    Mar 13, 2026Xinping Zhao, Xinshuo Hu, Jiaxin Xu +9Large Language Model MemoryLongbench

  49. FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation

    Mar 10, 2026Yinpeng Wu, Yitong Chen, Lixiang Wang +3LLM Inference EfficiencyDevice

  50. MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning

    Mar 3, 2026Jiejun Tan, Zhicheng Dou, Liancheng Zhang +3Large Language Model MemoryDeep Reinforcement Learning

  51. A Neuropsychologically Grounded Evaluation of LLM Cognitive Abilities

    Mar 3, 2026Faiz Ghifari Haznitrama, Faeyza Rishad Ardi, Alice OhCognitive ScienceLarge Language Model Reasoning

  52. Understanding LoRA as Knowledge Memory: An Empirical Analysis

    Mar 1, 2026Seungju Back, Dongwoo Lee, Naun Kang +4Large Language Model MemoryLow-Rank Adaptation

  53. TS-Haystack: A Multi-Task Retrieval Benchmark for Long-Context Time-Series Reasoning

    Feb 15, 2026Nicolas Zumarraga, Thomas Kaar, Ning Wang +12LongbenchTime Series

  54. Learning to Remember: End-to-End Training of Memory Agents for Long-Context Reasoning

    Feb 13, 2026Kehao Zhang, Shangtong Gui, Sheng Yang +2Agent MemoryLong-Horizon Agents

  55. Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity

    Feb 3, 2026Menglin Xia, Xuchao Zhang, Shantanu Dixit +6Agent MemoryAbstraction

  56. Edit Knowledge, Not Just Facts via Multi-Step Reasoning over Background Stories

    Feb 2, 2026Ya Gao, Kalle Kujanpää, Pekka Marttinen +2Multi-Hop ReasoningKnowledge Distillation

  57. From Similarity to Vulnerability: Key Collision Attack on LLM Semantic Caching

    Jan 30, 2026Zhixiang Zhang, Zesen Liu, Yuchong Xie +2Language Model Evasion AttacksCache

  58. ShardMemo: Scope-Before-Routing for Agentic Memory Retrieval

    Jan 29, 2026Yang Zhao, Chengxiao Dai, Mengying Kou +2Agent MemoryAgentic Tool Use

  59. AMA: Adaptive Memory via Multi-Agent Collaboration

    Jan 28, 2026Weiquan Huang, Zixuan Wang, Hehai Lin +6Agent MemoryLong-Term Memory

  60. EMemBench: Interactive Benchmarking of Episodic Memory for VLM Agents

    Jan 23, 2026Xinze Li, Ziyue Zhu, Siyuan Liu +4Episodic MemoryAgent Memory