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. MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents

    May 2, 2026Hung Pham Van, Nguyen Manh Hieu, Khang Pham Tran Tuan +4Hierarchical Graph MemoryMemory Retrieval

  2. Beyond Compaction: Structured Context Eviction for Long-Horizon Agents

    May 1, 2026Andrew Semenov, Svyatoslav DorofeevLong-Horizon AgentsLocal Windows

  3. An ALE-Consistent Graph Neural Operator-Transformer Framework for Fluid-Structure Interaction

    May 1, 2026Shihang Zhao, Martín Saravia, Haokui Jiang +2Fluid DynamicsLagrangian Methods

  4. MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents

    May 1, 2026Tianyu Hu, Weikai Lin, Weizhi Zhang +2Long-Term Conversational MemoryMemdefrag

  5. Models Recall What They Violate: Constraint Adherence in Multi-Turn LLM Ideation

    Apr 30, 2026Garvin KruthofIdeasStructural Constraints

  6. From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction

    Apr 30, 2026Alex Petrov, Alexander Gusak, Denis Mukha +1Agent MemoryFactual Recall

  7. NeocorRAG: Less Irrelevant Information, More Explicit Evidence, and More Effective Recall via Evidence Chains

    Apr 30, 2026Shiyao Peng, Qianhe Zheng, Zhuodi Hao +7Factual RecallClick-Through Rate Prediction

  8. Contextual Agentic Memory is a Memo, Not True Memory

    Apr 30, 2026Binyan Xu, Xilin Dai, Kehuan ZhangAgent MemoryHuman Visual Cortex

  9. EviMem: Evidence-Gap-Driven Iterative Retrieval for Long-Term Conversational Memory

    Apr 30, 2026Yuyang Li, Yime He, Zeyu Zhang +1Long-Term Conversational MemoryRetrievers

  10. Learning When to Remember: Risk-Sensitive Contextual Bandits for Abstention-Aware Memory Retrieval in LLM-Based Coding Agents

    Apr 30, 2026Mehmet IscanCoding AgentsLong-Term Conversational Memory

  11. Remaining Useful Life Estimation for Turbofan Engines: A Comparative Study of Classical, CNN, and LSTM Approaches

    Apr 29, 2026Astitva Goel, Samarth Galchar, Sumit KanuUseful Life PredictionPrognostics

  12. Detecting Clinical Discrepancies in Health Coaching Agents: A Dual-Stream Memory and Reconciliation Architecture

    Apr 29, 2026Samuel L Pugh, Eric Yang, Alexander Muir Sutherland +1Longitudinal Patient RecordsAgent Memory

  13. OCR-Memory: Optical Context Retrieval for Long-Horizon Agent Memory

    Apr 29, 2026Jinze Li, Yang Zhang, Xin Yang +5Agent MemoryLong-Horizon Agents

  14. Classification of Public Opinion on the Free Nutritional Meal Program on YouTube Media Using the LSTM Method

    Apr 29, 2026Berliana Enda Putri, Lisa Diani Amelia, Muhammad Zaky Zaiddan +3Sentiment AnalysisIndonesian E-Commerce Reviews

  15. MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution

    Apr 29, 2026Chunzheng Zhu, Jiaqi Zeng, Junyu Jiang +2Anatomical PriorsLong-Term Memory

  16. StratMem-Bench: Evaluating Strategic Memory Use in Virtual Character Conversation Beyond Factual Recall

    Apr 29, 2026Yerong Wu, Tianxing Wu, Minghao Zhu +2Conversational BenchmarksLong-Term Conversational Memory

  17. Hierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent

    Apr 29, 2026Zhentao Xu, Shangjin Zhang, Emir Poyraz +7Long-Term MemorySocial Media

  18. PPG-Based Affect Recognition with Long-Range Deep Models: A Measurement-Driven Comparison of CNN, Transformer, and Mamba Architectures

    Apr 28, 2026Karim Alghoul, Hussein Al Osman, Abdulmotaleb El SaddikConvolutional Neural NetworksAffective Computing

  19. RADD: Retrieval-Augmented Discrete Diffusion for Multi-Modal Knowledge Graph Completion

    Apr 28, 2026Guanglin Niu, Bo LiKnowledge Graph CompletionKnowledge Graph Embeddings

  20. Rethinking KV Cache Eviction via a Unified Information-Theoretic Objective

    Apr 28, 2026Jiaming Yang, Chenwei Tang, Liangli Zhen +1Key-Value Cache EvictionEviction

  21. Interactive Episodic Memory with User Feedback

    Apr 27, 2026Nikesh Subedi, Loris Bazzani, Ziad Al-HalahEpisodic MemoryFeedback Learning

  22. Incompressible Knowledge Probes: Estimating Black-Box LLM Parameter Counts via Factual Capacity

    Apr 27, 2026Bojie LiFrontier ModelsFactual Recall

  23. SeaEvo: Advancing Algorithm Discovery with Strategy Space Evolution

    Apr 27, 2026Sichun Luo, Yi Huang, Haochen Luo +7Evolutionary SearchMemory Retrieval

  24. Don't Pause! Every prediction matters in a streaming video

    Apr 27, 2026Dibyadip Chatterjee, Zhanzhong Pang, Fadime Sener +2Streaming VideoTextvqa

  25. RefEvo: Agentic Design with Co-Evolutionary Verification for Agile Reference Model Generation

    Apr 27, 2026Yifan Zhang, Jianmin Ye, Jiahao Yang +1Co-EvolutionModel Complexity

  26. LLM-Augmented Traffic Signal Control with LSTM-Based Traffic State Prediction and Safety-Constrained Decision Support

    Apr 26, 2026Jiazhao ShiAdaptive Traffic Signal ControlAccurate Traffic Forecasting

  27. The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation

    Apr 26, 2026Shuaizhi Cheng, Xiang Shi, Zhiwei Zhang +1Knowledge ConflictsLarge Language Model Adaptation

  28. GraphPlanner: Graph Memory-Augmented Agentic Routing for Multi-Agent LLMs

    Apr 26, 2026Tao Feng, Haozhen Zhang, Zijie Lei +2Multi-Agent Large Language ModelHierarchical Graph Memory

  29. Evolve: A Persistent Knowledge Lifecycle for Small Language Models

    Apr 25, 2026Dikran HovagimianLarge Language Model MemoryRetrievers

  30. ContextWeaver: Selective and Dependency-Structured Memory Construction for LLM Agents

    Apr 24, 2026Yating Wu, Yuhao Zhang, Sayan Ghosh +4Large Language Model AgentsAgent Memory

  31. Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents

    Apr 23, 2026Seyed Moein Abtahi, Rasa Rahnema, Hetkumar Patel +3Agent MemoryLong-Term Memory

  32. Beyond N-gram: Data-Aware X-GRAM Extraction for Efficient Embedding Parameter Scaling

    Apr 23, 2026Yilong Chen, Yanxi Xie, Zitian Gao +10N$-Grams FeaturesQuadratic Attention

  33. Promoting Simple Agents: Ensemble Methods for Event-Log Prediction

    Apr 23, 2026Benedikt Bollig, Matthias Függer, Thomas Nowak +1Next Activity PredictionEnsemble

  34. Hybrid Deep Learning Approach for Coupled Demand Forecasting and Supply Chain Optimization

    Apr 23, 2026Nusrat Yasmin Nadia, Md Habibul Arif, Habibor Rahman Rabby +3Demand ForecastingSupply Chain Optimization

  35. A temporal deep learning framework for calibration of low-cost air quality sensors

    Apr 23, 2026Arindam Sengupta, Tony Bush, Ben Marner +2Air PollutionDeep Learning Framework

  36. Drug Synergy Prediction via Residual Graph Isomorphism Networks and Attention Mechanisms

    Apr 23, 2026Jiyan Song, Wenyang Wang, Chengcheng Yan +2Drug-Drug InteractionsSynergy

  37. Reasoning Primitives in Hybrid and Non-Hybrid LLMs: Do Architectural Differences Yield Advantages in State-Tracking and Recall?

    Apr 23, 2026Shivam Rawat, Lucie Flek, Florian Mai +1Large Language Model ReasoningSearch-Augmented Reasoning

  38. Spatial Metaphors for LLM Memory: A Critical Analysis of the MemPalace Architecture

    Apr 23, 2026Robin Dey, Panyanon ViradechaLarge Language Model MemoryLong-Term Memory

  39. EngramaBench: Evaluating Long-Term Conversational Memory with Structured Graph Retrieval

    Apr 23, 2026Julian AcunaLong-Term Conversational MemoryLongbench

  40. Working Memory Constraints Scaffold Learning in Transformers under Data Scarcity

    Apr 22, 2026Pranava Madhyastha, Dagmar AdamcovaTransformer ArchitecturesWorking Memory

  41. SCM: Sleep-Consolidated Memory with Algorithmic Forgetting for Large Language Models

    Apr 22, 2026Saish Sachin ShindeLarge Language Model MemoryCatastrophic Forgetting

  42. Self-Aware Vector Embeddings for Retrieval-Augmented Generation: A Neuroscience-Inspired Framework for Temporal, Confidence-Weighted, and Relational Knowledge

    Apr 22, 2026Naizhong XuAgent Memory

  43. Trust, Lies, and Long Memories: Emergent Social Dynamics and Reputation in Multi-Round Avalon with LLM Agents

    Apr 22, 2026Suveen EllawelaReputationDeception

  44. Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents

    Apr 22, 2026Yuxuan Cai, Wei Li, Jie Zhou +4Agentic Reinforcement-Learning FrameworkAgent Memory

  45. Fast-then-Fine: A Two-Stage Framework with Multi-Granular Representation for Cross-Modal Retrieval in Remote Sensing

    Apr 22, 2026Xi Chen, Xu Chen, Xiangyang Jia +3Multimodal RetrievalRemote Sensing

  46. Semantic Recall for Vector Search

    Apr 22, 2026Leonardo Kuffo, Ioanna Tsakalidou, Roberta De Viti +3Approximate Nearest-Neighbor SearchRetrieval Recall

  47. FSFM: A Biologically-Inspired Framework for Selective Forgetting of Agent Memory

    Apr 22, 2026Yingjie Gu, Wenjian Xiong, Liqiang Wang +7Agent MemoryCatastrophic Forgetting

  48. Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data

    Apr 22, 2026Fengxian Dong, Zhi Zheng, Xiao Han +5Memory-Augmented Large Language ModelsWorkflow Generation

  49. Machine Learning-based Two-Stage Graph Sparsification for the Travelling Salesman Problem

    Apr 22, 2026Bo-Cheng Lin, Yi Mei, Mengjie ZhangSalesman ProblemSparsity

  50. Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving

    Apr 22, 2026Xinyu Zhang, Yuchen Wan, Boxuan Zhang +4Agentic OptimizationMemory-Augmented Large Language Models

  51. Stateless Decision Memory for Enterprise AI Agents

    Apr 22, 2026Vasundra SrinivasanAgent MemoryDecisions

  52. IMPACT-CYCLE: A Contract-Based Multi-Agent System for Claim-Level Supervisory Correction of Long-Video Semantic Memory

    Apr 22, 2026Weitong Kong, Di Wen, Kunyu Peng +10Video UnderstandingMulti-Agent Systems

  53. Not All Memories Age the Same: Autodiscovery of Adaptive Decay in Knowledge Graphs

    Apr 22, 2026Mandar KarhadeTemporal Knowledge GraphsKnowledge Graphs

  54. To Know is to Construct: Schema-Constrained Generation for Agent Memory

    Apr 22, 2026Lei Zheng, Weinan Song, Daili Li +1Agent MemoryLarge Language Model Memory

  55. Continuous Semantic Caching for Low-Cost LLM Serving

    Apr 21, 2026Baran Atalar, Xutong Liu, Jinhang Zuo +3Large Language Model ServingLarge Language Model Memory

  56. From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents

    Apr 21, 2026Md Nayem Uddin, Kumar Shubham, Eduardo Blanco +2Agent MemoryLong-Term Memory

  57. Tracing Relational Knowledge Recall in Large Language Models

    Apr 21, 2026Nicholas Popovič, Michael FärberPer-Competency Bayesian Knowledge TracingLatent Representation

  58. EgoSelf: From Memory to Personalized Egocentric Assistant

    Apr 21, 2026Yanshuo Wang, Yuan Xu, Xuesong Li +4PersonalizationInteraction History

  59. Enhancing Construction Worker Safety in Extreme Heat: A Machine Learning Approach Utilizing Wearable Technology for Predictive Health Analytics

    Apr 21, 2026Syed Sajid Ullah, Amir KhanWearable DevicesEngineering

  60. FOCAL: Filtered On-device Continuous Activity Logging for Efficient Personal Desktop Summarization

    Apr 21, 2026Haoran Yin, Zhiyuan Wen, Jiannong Cao +2SummarizationInteraction History