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. EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation

    Jun 16, 2026Qi Chai, Wenhao Shen, Nanjie Yao +5Vision-Language NavigationSelf-Evolving Agents

  2. FlowRAG: Synergizing Explicit Reasoning via Frequency-Aware Multi-Granularity Graph Flow

    Jun 16, 2026Bihao Zhan, Zongsheng Cao, Jie Zhou +2Graph-Based Retrieval Augmented GenerationCode Property Graphs

  3. Continual Self-Improvement with Lightweight Experiential Latent Memories

    Jun 16, 2026Vaggelis Dorovatas, Nancy Kalaj, Rahaf AljundiEfficient Latent ReasoningIn-Context Learning

  4. Delta-Based Target Reformulation for Short-Term Electricity Load Forecasting Using LSTM and Transformer Models

    Jun 16, 2026Vansh BansalElectricity Price ForecastingNon-Stationarity

  5. OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

    Jun 16, 2026Guibin Zhang, Xun Xu, Yanwei Yue +4Self-Evolving AgentsUnsupervised On-Policy Self-Distillation

  6. WeaveLA: Event Driven Cross-Subtask Latent Memory Weaving for Repetitive Robot Manipulation

    Jun 16, 2026Shoujing Zhu, Zhenyang Liu, Fungmiu Wang +6Flow-Matching Vision-Language-ActionRobot Systems

  7. Attention Alignment Between Humans and Vision-Language Models

    Jun 16, 2026Isaac R. Christian, Udith Haputhanthrige, Hanna Hornfeld +4Vision-Language AlignmentHuman Visual Cortex

  8. MemTrace: Probing What Final Accuracy Misses in Long-Term Memory

    Jun 15, 2026Xianxuan Long, Zhikai Chen, Shenglai Zeng +3Long-Term Memory

  9. On the Memorization Behavior of LLMs in Generative Recommendation: Observations, Implications, and Training Strategies

    Jun 15, 2026Sunwoo Kim, Sunkyung Lee, Clark Mingxuan Ju +5Large-Scale Recommendation SystemsRecommendation

  10. VL-MemKnG: Hybrid Memory with a Spatio-Temporal Knowledge Graph for Question Answering over Long Egocentric Navigation Trajectories

    Jun 15, 2026Svetlana Lukina, Mohamad Al Mdfaa, Gloria Haro +2Hierarchical Graph MemoryTemporal Knowledge Graphs

  11. MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision

    Jun 15, 2026Ye Jin, Yangyang Xu, Jun Zhu +1Working MemoryHuman Judgment

  12. TokenPilot: Cache-Efficient Context Management for LLM Agents

    Jun 15, 2026Buqiang Xu, Zirui Xue, Dianmou Chen +12Large Language Model MemoryLarge Language Model Agents

  13. User as Code: Executable Memory for Personalized Agents

    Jun 15, 2026Bojie LiAgent MemoryExplicit Memory

  14. From Awareness to Adherence: Bridging the Context Gap in Spoken Dialogue Systems via Context-Aware Decoding

    Jun 15, 2026Che Hyun Lee, Heeseung Kim, Sungroh YoonAdherenceLong-Term Memory

  15. PermaVid: Consistent Video Generation Across Edits via Disentangled Context Memory

    Jun 15, 2026Shuai Yang, Bingjie Gao, Ziwei Liu +3Multimodal Memory

  16. What Should a Streaming Video Model Remember?

    Jun 15, 2026Haonan Ge, Yiwei Wang, Hang Wu +1Streaming VideoVideo Understanding

  17. AdaSTORM: Scaling LLM Reasoning on Dynamic Graphs via Adaptive Spatio-Temporal Multi-Agent Collaboration

    Jun 15, 2026Bing Hao, Ruijie Wang, Haodong Qian +5Multi-Agent ReasoningHierarchical Graph Memory

  18. HiMPO: Hindsight-Informed Memory Policy Optimization for Less-Entangled Credit in Long-Horizon Agents

    Jun 15, 2026Jiangze Yan, Yi Shen, Wenjing Zhang +5Long-Horizon AgentsAgent Memory

  19. Scaling Short-Term Memory of Visuomotor Policies for Long-Horizon Tasks

    Jun 15, 2026Rutav Shah, Rajat Kumar Jenamani, Xiaohan Zhang +5Visuomotor PolicyImitation Learning

  20. CAMI: Cost-Aware Agent-Guided Multi-Indexing for Semantic Retrieval

    Jun 14, 2026Adnan Qidwai, Anand Eswaran, Sonam Mishra +2Retrieval RecallCost-Aware

  21. Control-Plane Placement Shapes Forgetting: An Architectural Study of Agent Memory Across Thirteen System Configurations

    Jun 14, 2026Dongxu YangAgent MemoryForgetting

  22. David vs. Goliath in Next Activity Prediction: Argmax vs. LSTM, Transformer, and LLM

    Jun 14, 2026Hans Weytjens, Ingo WeberNext Activity PredictionLong-Term Memory

  23. DYNA : Dynamic Episodic Memory Networks for Augmenting Large Language Models with Temporal Knowledge Graphs in Continuous Learning

    Jun 14, 2026Ali Sarabadani, Mahtab TajvidiyanTemporal Knowledge GraphsEpisodic Experiences

  24. Retrievable Gradients: Continual Post-Training Without Cumulative Weight Drift

    Jun 14, 2026Weihang Su, Jiacheng Kang, Jingyan Xu +7Large Language Model Post-TrainingGradient Concentration

  25. FragFuse: Bypassing Access Control of Large Language Model Agents via Memory-Based Query Fragmentation and Fusion

    Jun 14, 2026Zixin Rao, Wentian Zhu, Chan Aristella Lu +5Language Model Evasion AttacksLarge Language Model Agents

  26. T-Mem: Memory That Anticipates, Not Archives

    Jun 13, 2026Weidong Guo, Dakai Wang, Zixuan Wang +2Long-Term Conversational MemoryForesight

  27. MemoryVAM: Integrating Memory into Video Action Model for Robot Manipulation

    Jun 13, 2026Yuxin Jiang, Chang Yu, Yunuo Chen +4Efficient World-Action ModelEpisodic Memory

  28. Are Online Skill and Memory Modules Always Worth Their Tokens? A Budget-Constrained Study of Web Agents

    Jun 12, 2026Sina Hajimiri, Masih Aminbeidokhti, Jose Dolz +4Token BudgetsInference Cost

  29. AI Engram: In Search of Memory Traces in Artificial Intelligence

    Jun 12, 2026Jea Kwon, Dong-Kyum Kim, Jiwon Kim +3Dense Associative MemoryDeep Network

  30. Semidirect Fourier Delta Attention: Phase-Controlled Delta Memory with Constructive Chunk-WY Kernels

    Jun 12, 2026Tiantian ZhangQuadratic AttentionRecurrent State

  31. StreamMemBench: Streaming Evaluation of Agent Memory for Future-Oriented Assistance

    Jun 12, 2026Guanming Liu, Yuqi Ren, Hansu Gu +5Agent MemoryMemory Retrieval

  32. From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI

    Jun 12, 2026Yongheng Zhang, Ziang Liu, Jiaxuan Zhu +17ChatbotsArtificial Intelligence Systems

  33. GitOfThoughts: Version-Controlled Reasoning and Agent Memory You Can Replay, Diff, and Merge

    Jun 12, 2026Pavan C Shekar, Abhishek H S, Aswanth KrishnanAgent Memory

  34. Knowledge Graph Enhanced Memory-Augmented Retrieval for Long Context Modeling

    Jun 12, 2026Ghadir Alselwi, Basem Suleiman, Hao Xue +4Efficient Long-Context InferenceMemory-Augmented Large Language Models

  35. EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

    Jun 11, 2026Jundong Xu, Qingchuan Li, Jiaying Wu +11Agent MemoryLarge Language Model Agents

  36. How Much Memory Do We Need? Adaptive Memory Gate for Neural Operators

    Jun 11, 2026Jihyeon Hur, Yongseok Kwon, Min-Gi Jo +2Neural OperatorsNeural Network Optimization

  37. S-GBT: Smooth Growth Bound Tensor for Certified Robustness Against Word Substitution Attacks in NLP

    Jun 11, 2026Mohammed Bouri, Mohammed Erradi, Adnane SaoudNatural Language ProcessingLong-Term Memory

  38. Enhanced Low-Density Region Exploration in Classifier-Guided Diffusion Models Through Modified Reverse Diffusion Sampling

    Jun 11, 2026Jagriti Singh, Shekhar Verma, Muneendra OjhaDiffusion SamplingImagenet

  39. MemRefine: LLM-Guided Compression for Long-Term Agent Memory

    Jun 11, 2026Minjae Kim, Jinheon Baek, Soyeong Jeong +1Agent MemoryRedundancy

  40. Getting Better at Working With You: Compiling User Corrections into Runtime Enforcement for Coding Agents

    Jun 11, 2026Yujun Zhou, Kehan Guo, Haomin Zhuang +8Coding AgentsAgent Memory

  41. G-Long: Graph-Enhanced Memory Management for Efficient Long-Term Dialogue Agents

    Jun 11, 2026Minjun Choi, Yoonjin Jang, Sangwon Youn +1Efficient Long-Context InferenceConversational Artificial Intelligence

  42. Learning What to Remember: A Cognitively Grounded Multi-Factor Value Model for Agentic Memory

    Jun 11, 2026Zhibao Chen, Qian ChengAgent MemoryForgetting

  43. WISE: A Long-Horizon Agent in Minecraft with Why-Which Reasoning

    Jun 11, 2026Renmin Cheng, Changhao ChenLong-Horizon AgentsEpisodic Memory

  44. SMSR: Certified Defence Against Runtime Memory Poisoning in Persistent LLM Agent Systems

    Jun 10, 2026Tarun SharmaAgent MemoryLarge Language Model Agents

  45. SalArt-VQA: Diagnosing Whether VLMs Understand Salient Artifacts in Generated Images

    Jun 10, 2026Xiaoxiao Sun, Ruotian Zhang, Junzhe Huang +2Ai-Generated Image DetectionTextvqa

  46. Amnesia: A Stealthy Replay Attack on Continual Learning Dreams

    Jun 10, 2026Ahmed Sharshar, Naveen Kumar Kummari, Mohsen GuizaniContinual Learning MethodsMemory-Augmented Large Language Models

  47. Context-Driven Incremental Compression for Multi-Turn Dialogue Generation

    Jun 10, 2026Yeongseo Jung, Jaehyeok Kim, Eunseo Jung +5Conversational BenchmarksEfficient Long-Context Inference

  48. Doc-to-Atom: Learning to Compile and Compose Memory Atoms

    Jun 10, 2026Xingjian Diao, Wenbo Li, Yashas Malur Saidutta +3Chain-Of-Thought DistillationFactual Recall

  49. Echoes of the Prior: A Computational Phenomenology of Forgetting

    Jun 10, 2026Gege Gao, Bernhard Schölkopf, Andreas GeigerCognitive MemoryNeuromorphic Hardware

  50. PROJECTMEM: A Local-First, Event-Sourced Memory and Judgment Layer for AI Coding Agents

    Jun 10, 2026Ripon Chandra Malo, Tong QiuCoding AgentsAgent Memory

  51. Multi-Rate Mixture of Experts for Accelerating Liquid Neural Network Training

    Jun 10, 2026Shilong Zong, Almuatazbellah Boker, Hoda EldardiryMultivariate Time Series ForecastingSpatial Attention

  52. Augmenting Molecular Language Models with Local nn-gram Memory

    Jun 10, 2026Xinni Zhang, Zijing Liu, He Cao +2N$-Grams FeaturesGraph Language Models

  53. Substrate Asymmetry in User-Side Memory: A Diagnostic Framework

    Jun 10, 2026Youwang DengLarge Language Model MemoryExplicit Memory

  54. Organize then Retrieve: Hierarchical Memory Navigation for Efficient Agents

    Jun 10, 2026Hao-Lun Hsu, Nikki Lijing Kuang, Boyi Liu +2Agent MemoryLong-Horizon Agents

  55. LSTM-Based Detection of Structural Breaks in Property Insurance Loss Reserving: A Climate-Informed Approach

    Jun 9, 2026Thomas Mbrice, Shashwat PanigrahiInsuranceBidirectional Long Short-Term Memory

  56. Recursive Binding on a Budget: Subspace Carving in Order-p Tensor Memories

    Jun 9, 2026Travis Pence, Daisuke Yamada, Vikas SinghTensorTensor Programs

  57. Recalling Too Well: Sycophancy Evaluation and Mitigation in Memory-Augmented Models

    Jun 9, 2026Shelly Bensal, Axel Magnuson, Aparna Balagopalan +1SycophancyLarge Language Model Memory

  58. Trace Only What You Need: Structure-Aware On-Demand Hypergraph Memory for Long-Document Question Answering

    Jun 9, 2026Xiangjun Zai, Xingyu Tan, Chen Chen +2Hierarchical Graph MemoryHistory

  59. ConvMemory v2: A Recall-Preserving Top-10 Evidence Reranker for Conversational Memory Retrieval

    Jun 9, 2026Taiheng PanLong-Term Conversational MemoryReranking

  60. MemVenom: Triggered Poisoning of Multimodal Memories in Web Agents

    Jun 9, 2026Yv Zhang, Hao Sun, Hao Fang +5Multimodal MemoryAgent Memory