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. Agents Don't Just Agree, They Remember: Benchmarking Persistent Sycophancy in Stateful Personal Agents

    Jul 12, 2026Xutao Mao, Liangjie Zhao, Leyao Wang +6Agent MemorySycophancy

  2. Context by Distinct Information: An Auditable Dirichlet-Process Working Memory for Long, Redundant Context Streams

    Jul 11, 2026Siddharth Pal, Viktoria RojkovaEfficient Long-Context InferenceWorking Memory

  3. ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory

    Jul 11, 2026Jiayi Tian, Shiao Liu, Yuting Xu +30Embodied AgentsRobot Operating System

  4. DSSMs: State Space Models with Explicit Memory via Delay Differential Equations

    Jul 11, 2026Yixiao Qian, Song Chen, Jiaxu Liu +2State Space ModelsSequence Modeling

  5. MAGE: Understanding Stability-Performance Trade-offs in Multi-component Prompt Optimization

    Jul 11, 2026Prateek SinghPrior Prompt Optimization TechniquesAutomatic Prompt Optimization

  6. Exploratory Analysis of Deep Learning Models for Forecasting Meteorological Parameters in the Agricultural Sector

    Jul 11, 2026Piotr Sikora, Sotirios KontogiannisNumerical Weather PredictionGated Recurrent Unit

  7. PhysMRV: Physical Memory Retrieval and Verification for Physics Plausibility Reasoning

    Jul 11, 2026Wenyuan Wang, Lianyu Hu, Hao Wang +1Physical PlausibilityVideo-Language Models

  8. MLPs are Hebbians: Constructing Efficient Fact-Storing MLPs for Transformers

    Jul 10, 2026Roberto Garcia, Jerry Liu, Ronny Junkins +3Large Language Model MemoryTransformer Architectures

  9. A Symbolic Neural CPU for Quantization-Simulated Writeback and Interpretable Program Execution

    Jul 10, 2026Jose Luis Lima de Jesus SilvaNeuro-Symbolic FrameworkNeural Network Verification

  10. PanoWorld: Real-World Panoramic Generation

    Jul 10, 2026Haoyuan Li, Dizhe Zhang, Yuemei Zhou +7Panoramic ImagesVideo World Models

  11. Semantic Pareto-DQN: A Multi-Objective Reinforcement Learning Framework for Financial Anomaly Detection

    Jul 10, 2026Cláudio Lúcio do Val Lopes, Lucca Machado da SilvaFraud DetectionExtreme Class Imbalance

  12. Mosaic: Runtime-Efficient Multi-Agent Embodied Planning

    Jul 10, 2026Kunjal Panchal, Saayan Mitra, Sunav Choudhary +3Embodied AgentsGlobal Coordination

  13. FluctlightDB: A Memory Model of Data for AI Agents

    Jul 10, 2026Ganesh SAgent MemoryRetrieval Recall

  14. Memory-Conditioned Tool Calling for Camera-First Visual Agents

    Jul 10, 2026Xiaofan Wu, Xi Zeng, Miaoxia Chen +5Agent MemoryVisual Memory

  15. Neuro-Agentic Control: A Deep Learning-based LLM-Powered Agentic AI Framework for Controlling Security Controls

    Jul 10, 2026Saroj Gopali, Bipin Chhetri, Deepika Giri +2Agent LoopInternet Of Thing

  16. Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution

    Jul 9, 2026Ning Liu, Kalle Kujanpää, Zhaoxuan Zhu +11Warehouse AutomationOperations

  17. Latent Memory Palace: Reasoning for Control as Autoregressive Variational Inference

    Jul 9, 2026Chuning Zhu, Eva Xu, Jose Barreiros +3Efficient Latent ReasoningCognitive Memory

  18. Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents

    Jul 9, 2026Yifan Wu, Lizhu Zhang, Yuhang Zhou +5Long-Horizon AgentsAgent Memory

  19. LTM: Large-scale Terrain Model for Wildfire-prone Landscapes

    Jul 9, 2026Xiao Fu, Yue Hu, Meida Chen +2Wildfire SpreadLight Detection And Ranging Point Clouds

  20. VocaDet: Sample-Driven Open-Vocabulary Object Detection and Segmentation via Visual Tokenization and Vector Database Retrieval

    Jul 9, 2026ZhiXin SunOpen-Vocabulary Object DetectionVideo Object Segmentation

  21. Cognitive-structured Multimodal Agent for Multimodal Understanding, Generation, and Editing

    Jul 9, 2026Feng Wang, Canmiao Fu, Zhipeng Huang +3Multimodal AgentsMultimodal Memory

  22. Drift-Aware Temporal Graph Rewiring (DATGR) for Adaptive Semantic Modeling in Biomedical Text

    Jul 9, 2026Bharathwaj Vijayakumar, Sahana K. VaradarajuBiomedical TextGeo-Contextual Alignment

  23. XALPHA: A Memory-Driven AI Quant Researcher for Hypothesis-to-Code Alpha Discovery

    Jul 9, 2026Fengyuan Liu, Yuchen Fu, Yuqi Wang +1Financial Strategy ResearchHypothesis Generation

  24. INTENT: An LSTM Framework for Vehicle Intention Prediction in Intersection Scenarios with Comprehensive Ablation Analysis

    Jul 9, 2026Logine M. Zaki, Catherine M. EliasAutonomous DrivingTrajectory Prediction

  25. Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization

    Jul 9, 2026Jiantong Jiang, Peiyu Yang, Rui Zhang +1Key-Value CacheLarge Language Model Serving

  26. What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents

    Jul 9, 2026Ashwin Gerard Colaco, Nada LahjoujiCompactionAgent Memory

  27. Evaluating the Effect of Frame Rate in Sequence-Based Classification of Autism-Related Self-Stimulatory Hand Idiosyncrasies

    Jul 8, 2026Raunak Mondal, Peter WashingtonAutism Spectrum DisorderSelf-Supervised

  28. Co-LMLM: Continuous-Query Limited Memory Language Models

    Jul 8, 2026Yair Feldman, Linxi Zhao, Nathan Godey +5Large Language Model Memory

  29. Unveiling Public Opinion: A Study of Sentiment Analysis Using LSTM and Traditional Models

    Jul 8, 2026Atiq Ur RehmanIndonesian E-Commerce ReviewsSentiment Analysis

  30. Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation

    Jul 8, 2026Hongyu Qu, Jianzhe Gao, Xiaobin Hu +6Vision-Language-Action ModelsLong-Term Memory

  31. TF-Engram: A Train-Free Engram with SSD-Backed Memory for Large Language Models

    Jul 8, 2026Yutang Ma, Kecheng Huang, Xikun Jiang +1Large Language Model MemoryLLM Inference Efficiency

  32. Danus: Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory

    Jul 7, 2026Jihao Liu, Guoxiong Gao, Zeming Sun +8Multi-Agent ReasoningReasoning Graphs

  33. Nested Episodic State Topology (NEST): A Graph-Theoretic Architecture of Cognitive States

    Jul 7, 2026IshantHierarchical Graph MemoryInitial Human Belief Distributions

  34. MemDefrag: Latent Memory Defragmentation for Large Language Models

    Jul 7, 2026Ruiyi Yan, Zhuoyuan Mao, Yiwen GuoLarge Language Model MemoryLong-Term Memory

  35. StateFuse: Deterministic Conflict-Preserving Memory for Multi-Agent Systems

    Jul 7, 2026Sergey Volkov, Yang Li, Ye LuoAgent MemoryKernel Contracts

  36. From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space

    Jul 7, 2026Yue Xu, Yutao Sun, Yihao Liu +7Long-Term MemoryAgentic Retrieval

  37. Akashic: A Low-Overhead LLM Inference Service with MemAttention

    Jul 7, 2026Yang Liu, Zhaokai Luo, Huayi Jin +7Large Language Model MemoryLLM Inference Efficiency

  38. Memory in the Loop: In-Process Retrieval as ExtendedWorking Memory for Language Agents

    Jul 6, 2026Yusuf Khan, Carlo LipizziWorking MemoryMultilingual Agents

  39. When Agents Remember Too Much: Memory Poisoning Attacks on Large Language Model Agents

    Jul 6, 2026George Torres, Sharad Shrestha, Satyajayant MisraAgent MemoryLarge Language Model Agents

  40. Narrative World Model: Narratology-Grounded Writer Memory for Long-Form Fiction

    Jul 6, 2026Mohammad Saifullah, Thomas Kornmaier, Taaha Kazi +3NarrativesLong-Term Conversational Memory

  41. Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory

    Jul 6, 2026Chang Nie, Jiaju Wei, Junlan Feng +2Agentic Video GenerationMultimodal Memory

  42. When Claws Remember but Do Not Tell: Stealthy Memory Injection in Persistent Personal Agents

    Jul 6, 2026Yechao Zhang, Shiqian Zhao, Jiawen Zhang +5Agent MemoryNovel Dual-Branch Identity Injection Mechanism

  43. ReflectWorld-MM: An Entity-Oriented Multimodal Memory System for Open-Ended Video Streams

    Jul 6, 2026Xiaokang Ma, Yifan Sun, Zhihong Jin +6Multimodal MemoryMultimodal Agents

  44. Your Agent's Memories Are Not Its Own: Forged Reasoning Attacks on LLM Agent Memory and Defenses

    Jul 6, 2026Neeraj Karamchandani, Piyush Nagasubramaniam, Sencun Zhu +1Agent MemoryLarge Language Model Reasoning

  45. MemPose: Category-level Object Pose Estimation with Memory

    Jul 6, 2026Xiao Lin, Minghao Zhu, Yun Peng +4Category-Level Object Pose EstimationMemory-Augmented Large Language Models

  46. MRMS: A Multi-Resolution Memory Substrate for Long-Lived AI Agents

    Jul 6, 2026Jizhizi Li, Amy Shi-NashHierarchical Graph MemoryLong-Horizon Agents

  47. Benchmarking Sensor Robustness in Plasma Diagnostic Models: A Systematic Evaluation on TokaMark

    Jul 5, 2026Neerav GuptaPlasma Shape ControlDiagnostic Benchmark

  48. Memory-Orchestrated Semantic System (MOSS): An Auditable Agentic Memory Architecture

    Jul 5, 2026Serge Lacasse, Jérémie Hatier, Alex BakerAgent MemoryArtificial Intelligence Agents

  49. PLACEMEM: Toward a Compute-Aware Memory Plane for Lifelong Agents

    Jul 5, 2026Sukanta GangulyAgent MemoryPersistent State

  50. Submitted and Diagnostic Analysis of Full-Text Temporal Retrieval for LongEval-Sci

    Jul 5, 2026Yingdong Yang, Haijian WuCitationsRetrieval Recall

  51. G2^2TAM: Geometry Grounded Track Anything Model

    Jul 4, 2026Chenming Zhu, Peizhou Cao, Jingli Lin +5Video Object SegmentationSpatial Reasoning

  52. SelfMem: Self-Optimizing Memory for AI Agents

    Jul 4, 2026Shu Yang, Junchao Wu, Derek F. Wong +1Agent MemoryLong-Horizon Agents

  53. Present but Not Remembered: Auditing How Frozen VLAs Encode, Deploy, and Steer Visual History

    Jul 3, 2026Chih-Ting Liao, Xin CaoFrozen Vision-Language ModelsVision-Language-Action Models

  54. Abductive Corroboration of Probabilistic AI Models for Forensic Synthetic Media Detection

    Jul 3, 2026Junade AliSynthetic Image DetectionDigital Forensics

  55. Organizational Memory for Agentic Business Process Execution

    Jul 3, 2026Lukas Kirchdorfer, Adrian Rebmann, Christian Warmuth +3Business ProcessesAgent Memory

  56. psytechlab at CLPsych 2026: Utilising Natural Language Processing methods and Large Language Models for Social Media Text Analysis

    Jul 3, 2026Igor Buyanov, Nafisa Valieva, Ekaterina MazurinaMental HealthPsychology

  57. Modeling the Impact of Visual Brand Language on Attention, Object Recognition, and Memory Retrieval

    Jul 3, 2026Rachel F. Heaton, John E. HummelVisual PerceptionMemory Retrieval

  58. Object-Centric Environment Modeling for Agentic Tasks

    Jul 3, 2026Yiyang Li, Tianyi Ma, Zehong Wang +2Agentic Tool UseMemory Retrieval

  59. Training Hybrid Block Diffusion Language Models with Partial Bidirectionality

    Jul 2, 2026Pranshu Chaturvedi, Parth Shroff, Tarun Suresh +2Diffusion Language ModelsEfficient Long-Context Inference

  60. S-EMBER: A Large-Scale Benchmark for Streaming Egocentric Memory Retrieval

    Jul 2, 2026Xiaodong Wang, Xuanyi Zhao, Pedro Rodriguez +7Episodic ExperiencesEpisodic Memory