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11 papers in the last four weeks, up 83% on the four weeks before. 0.1% of all new papers.

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  1. Generative Modeling of Stochastic Dynamics for Long-Time Evolution

    Sep 30, 2026Yang-yang Tan, Jinyang Li, Lingxiao WangStochastic DynamicsStatistical Physics

    Institute for Physics of Intelligence, Graduate School of Science, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan · RIKEN Center for Interdisciplinary Theoretical and Mathematical Sciences (iTHEMS), Wako, Saitama 351-0198, Japan · KEK Theory Center, Institute of Particle and Nuclear Studies +1

  2. LongTake: Learning to Sustain Dynamics in Long-Horizon Video Generation

    Sep 29, 2026Byoungwoo Park, Jaemoo Choi, Juho Lee +1Video GenerationLong-Horizon Task Planning

    KAIST · Georgia Tech

  3. Continual Learning of Dynamical Systems in Recurrent Neural Networks through Recyclable Unit Gating

    Sep 29, 2026Sima Hashemi, Daniel Durstewitz, Georgia KoppeRecurrent Neural NetworksRecurrent Model

    Faculty of Mathematics and Computer Science, Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany · Department of Theoretical Neuroscience, Central Institute of Mental Health (CIMH), Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany · Hector Institute for AI in Psychiatry & Department of Psychiatry and Psychotherapy, CIMH, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany +1

  4. MultiTalk: Scaling Full-Duplex Speech Models to Long, Multi-Party, Bilingual Conversation

    Sep 29, 2026Ke Wang, Houxing Ren, Zimu Lu +4Full-Duplex Speech ModelsText Corpora

    CUHK MMLab · CPII under InnoHK

  5. Long-Term Memory-Guided Enhancement for Target Perception in Audio-Language Models

    Sep 29, 2026Zhenhong Zhou, Xuanyue Zhao, Youji Liu +4Large Audio Language ModelsSpeech Enhancement

    Nanyang Technological University · Beijing University of Posts and Telecommunications

  6. Reward-rate Policy Gradient for Efficient Machine Learning Engineering Agents

    Sep 28, 2026Muhang Tian, Sherry YangReward-Only Policy Optimization VariantsAgentic Reinforcement Learning

    New York University

  7. Long Time No See: Benchmarking VLMs for Out-of-Sight Spatiotemporal Reasoning in Egocentric Videos

    Sep 28, 2026Fangzhou Ma, Ivo Alexander Ban, Eren Homburg +5Spatio-Temporal ReasoningVisibility

    ETH Zurich · Microsoft Spatial AI Lab · Bocconi University

  8. Papers Without Code: Availability of GitHub Repositories Linked in *CL Publications

    Sep 28, 2026Selina Meyer, Michael RothNatural Language ProcessingLinguistics

    University of Technology Nuremberg

  9. From HL to H+L-1 Parameters: A Hankel-Toeplitz Forecaster for Long-Term Time Series Forecasting

    Sep 27, 2026Chaoqi Zhang, Yu Wang, Haixu TangMean Squared ErrorLong-Term

    Indiana University Bloomington, IN, USA

  10. Multi-Agent Orchestration of 3GPP Channel Estimators

    Sep 24, 2026I. Zakir Ahmed, Hamid SadjadpourChannel EstimationOrthogonal Frequency-Division Multiplexing

    Department of Electrical and Computer Engineering University of California, Santa Cruz

  11. Sharp Convergence of Wasserstein Gradient Flows for Spectrally Nonnegative Interaction Energies

    Sep 22, 2026Zhengjiang Lin, Philippe RigolletWasserstein Gradient FlowsLogarithmic Sobolev Inequalities

  12. Multi-Term Fourier Graph Neural Network with Sample Relationship Learning for Enhanced Remaining Useful Life Prediction

    Sep 21, 2026Ya Song, Laurens Bliek, Yaoxin Wu +1Temporal Graph Neural NetworksUseful Life Prediction

    Information Systems, Department of Industrial Engineering & Innovation Sciences, Eindhoven University of Technology, Eindhoven, The Netherlands

  13. Towards Sustainable Magnetic Resonance Imaging: Insights from long-term, high-resolution energy recordings across an entire scanner fleet

    Sep 21, 2026Florian Leonhard Raab, Fiona Mankertz, Nour Maalouf +17Energy ConsumptionMagnetic Resonance Imaging

    Medical Image and Data Analysis (MIDAS.lab), Tübingen University Hospital · Department of Diagnostic and Interventional Radiology, Tübingen University Hospital · Faculty of Computer Science, Eberhard Karls University of Tübingen +1

  14. Recursive Quantum Long Short-Term Memory for Stable Short-Horizon Temperature Forecasting

    Sep 17, 2026Mu-En Lee, Yen-Ku Liu, Samuel Yen-Chi Chen +1Hybrid Quantum-Classical PipelineBidirectional Long Short-Term Memory

    University of Toronto, Toronto, ON, Canada · National Yang Ming Chiao Tung University, Hsinchu, Taiwan · Brookhaven National Laboratory, Upton, NY, USA +1

  15. Interactive Memory Learning for Long-Term Conversations

    Sep 15, 2026Cai Ke, Jiangyue Yan, Han Zhang +5Long-TermFeedback

    Harbin Institute of Technology, Shenzhen, China · Pengcheng Laboratory, China

  16. LongAgent: History-Guided Agentic Search for Longitudinal Outcome Prediction

    Sep 14, 2026Siyao Wang, Florian Guitton, Shuojie Fu +3Long-Horizon AgentsLongitudinal

    Data Science Institute, Imperial College London, London, UK · Department of Computing, Imperial College London, London, UK · Department of Brain Sciences, Imperial College London, London, UK

  17. Spot-the-shift: Evaluating Grounded Image Difference Captioning of Long-term Changes

    Sep 9, 2026Benedetta Liberatori, Nermin Samet, Paolo Rota +4Image Difference CaptioningChange Detection

    University of Trento · Sorbonne Université · Fondazione Bruno Kessler

  18. UTILMEM: Benchmarking Evidence Utilization in Long-Term Conversational Memory

    Aug 31, 2026Peijun Qing, Fobo Shi, Soroush VosoughiConversational MemoryFactual Recall

    Dartmouth College · Wuhan University

  19. Doc-REFRAG: Rethinking Multimodal Document Retrieval-Augmented Generation

    Aug 31, 2026Ruofan Hu, Shengyang Xu, Minjie Hong +5Multimodal Retrieval Augmented GenerationMultimodal Documents

    Zhejiang University

  20. Performative Privacy: When Differential Privacy Maximizes Utility

    Aug 28, 2026Uddalak Mukherjee, Edwige Cyffers, Yann ChevaleyreStandard Differential-PrivacyPrivacy-Preserving Machine Learning

    Dauphine PSL · CNRS Dauphine PSL

  21. LycheeMemory V2: Efficient Long-Term Memory for LLM Agents via Semantic Segment-Level Consolidation

    Aug 13, 2026Dongfang Li, Zixuan Liu, Junmai Wang +5Long-Term MemoryLarge Language Model Agents

    Harbin Institute of Technology, Shenzhen

  22. Dual Spatial-Temporal Attribution: Architecture-Aligned Post-Hoc Explainability for Recurrent Graph Anomaly Detection

    Aug 12, 2026Iyad Assaad Nekka, Hamida Seba, Khaled Walid Hidouci +1Generalist Graph Anomaly DetectionGraph Representations

    LCSI Laboratory, National Higher School of Computer Science (ESI), Algiers, Algeria · Université Claude Bernard Lyon 1, Lyon, France

  23. Unsupervised Detection of Groundwater Storage Anomalies in Ghana Using GRACE Satellite Data

    Aug 10, 2026George Yamoah Afrifa, Theophilus Ansah-Narh, Marcellin AtemkengUnsupervised DetectionLong-Term

    Ghana Space Science and Technology Institute Accra, Ghana · Department of Mathematics Rhodes University, Grahamstown, South Africa

  24. OctoLong: Mid-Training On Cross-Repository Code Contexts Enhances Long-Context Modeling

    Aug 5, 2026Indraneil Paul, Falko Helm, Goran Glavaš +1Efficient Long-Context InferenceCodebases

    UKP Lab & Center for Applied Cybersecurity ATHENE, TU Darmstadt · CAIDAS, University of Würzburg

  25. Long-term Measurements: Towards a Longitudinal Understanding of Human-AI Interactions

    Aug 3, 2026Nicole Mitchell, Dhruv Agarwal, Maty Bohacek +2Human-Ai InteractionLongitudinal Data

    ♢Google Research · ♡Google DeepMind · ♠Cornell University +1

  26. LeapTalk: Breaking the Latency-Quality Trade-off in Talking Head Generation

    Jul 29, 2026Rongxiang Zhang, Songhua LiuPrecise Lip SynchronizationTalk

    School of Artificial Intelligence, Shanghai Jiao Tong University · 2Harbin Institute of Technology

  27. When Do Agent Loops Mistake Stagnation for Progress? Self-Evaluation Bias and Externally Grounded Verification in Long-Running Autonomous LLM Agent Loops

    Jul 27, 2026Hyundoo Park, Byungho ChoiAgent LoopSelf-Evaluation

    AsyncSite

  28. Short-Term Pain for Long-Term Gain: Adaptive Experiment with Post-Commitment Reward Shift

    Jul 26, 2026Puping Jiang, Wei TangPlan RegretStochastic Convex Optimization

    Antai College of Economics and Management, Shanghai Jiao Tong University · The Chinese University of Hong Kong

  29. Natural Invariant Measures for Chaotic Game Dynamics: Finding Order in Chaos

    Jul 23, 2026Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski +2ChaosProbability Measures

    Department of Mathematics, Krakow University of Economics, Rakowicka 27, 31-510 Kraków, Poland · Chula Intelligent and Complex Systems Lab, Department of Physics, Faculty of Science, Chulalongkorn University,Bangkok 10330, Thailand · Department of Mathematical Sciences, Indiana University Indianapolis,402 N. Blackford Street, Indianapolis, Indiana 46202, USA +1

  30. PRO-LONG: Programmatic Memory Enables Long-Horizon Reasoning

    Jul 22, 2026Alexis Fox, Junlin Wang, Paul Rosu +1Long-Horizon AgentsLong-Term Agent Memory

    Duke University

  31. RPPNet: Perceptually-Grouped Rhythm-Pitch Primitives for Long-Term Structure Melody Generation via Boundary-Aware Modeling

    Jul 22, 2026Tieyao Zhang, Yuke Liu, Jiaxing Yu +3Music Structure AnalysisText-To-Music

    Zhejiang Conservatory of Music, Hangzhou, China · Zhejiang University, Hangzhou, China · ZJU-ZJCM MusicAI Lab, Hangzhou, China

  32. Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos

    Jul 17, 2026Sreyan Ghosh, Arushi Goel, Kaousheik Jayakumar +19Audio-Visual ReasoningLarge Audio Language Models

    1NVIDIA, USA · University of Maryland, USA

  33. LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget

    Jul 16, 2026Changhai Zhou, Kieran Liu, Yuhua Zhou +17Efficient Long-Context InferenceLLM Inference Optimization

    MindLab · Fudan University

  34. Riesz-Kernel Stein Variational Gradient Descent: Renormalized Entropy and Long-Time Particle Limits

    Jul 16, 2026Trevor Teolis, Maarten V. de HoopLarge Deviation PrincipleLangevin Dynamics

    Rice University

  35. WaspMOT: A Benchmark for Long-Term Multi-Object Tracking of Trichogramma Wasps

    Jul 9, 2026Tomasz Stanczyk, Yuan Gao, Hardik Agarwal +4Multi-Object TrackingBees

    Inria, Sophia Antipolis, France · INRAE Institut Sophia Agrobiotech, Sophia Antipolis, France · Universit´e Cˆote d’Azur, Sophia Antipolis, France +2

  36. Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE

    Jul 8, 2026Haozhan Tang, Zerui Wang, Yuxian Gu +2Efficient Long-Context InferenceRotary Position Embedding

    NVIDIA

  37. LongEgoRefer: A Benchmark for Long-Form Egocentric Video Referring Expression Comprehension

    Jul 2, 2026Shunya Kato, Taiki Miyanishi, Shuhei Kurita +3Egocentric VideoVideo Temporal Grounding

    Woven by Toyota, Japan · The University of Tokyo, Japan · National Institute of Informatics, Japan +3

  38. Deciphering Region-Level Signatures from Latency Measurements in LEO Satellite Internet

    Jun 28, 2026Xiang Shi, Yifei Zhang, Peng HuLow Earth Orbit Satellite NetworksSignatures

    Advanced Network and Embedded Systems Lab (AEL), Dept. of Electrical and Computer Engineering, University of Manitoba, Winnipeg, Canada

  39. TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series

    Jun 26, 2026Wenchao Liu, Hongbing Wang, Youji Zhu +2Long-TermBatch Normalization

    School of Mathematical Sciences, Guizhou Normal University, Guiyang 550025, China. · School of Big Data and Computer Science, Guizhou Normal University, Guiyang 550025, China.

  40. AIGP: An LLM-Based Framework for Long-Term Value Alignment in E-Commerce Pricing

    Jun 25, 2026Chennan Ma, Yanning Zhang, Siqi Hong +3Dynamic PricingPrices

    Taobao & Tmall Group of Alibaba Hangzhou, Zhejiang, China

  41. Long-Term Simulation Exposes Cognitive-Developmental Risks in AI Companions

    Jun 24, 2026Kaicheng Shen, Lingyu Li, Wen Wu +3Artificial Intelligence CompanionsUser Simulation

    Shanghai Institute of Artificial Intelligence for Education, East China Normal University, Shanghai, China · Shanghai Artificial Intelligence Laboratory, Shanghai, China · School of Computer Science and Technology, East China Normal University, Shanghai, China

  42. Distribution-Aware Diffusion-LLM for Robust Ultra-Long-Term Time Series Forecasting

    Jun 22, 2026Falguni Ghosh, Vahid Hashemi, Bernhard KainzDiffusion Language ModelsEfficient Long-Context Inference

    Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, 91052, Germany · AUDI AG, Auto-Union-Straße 1, 85057 Ingolstadt, Germany · Imperial College London, London SW7 2RH, United Kingdom

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

    Jun 22, 2026Wei Yang, Bryce Kan, Shixuan Li +5Agentic MemoryLong-Term

    University of Southern California

  44. CoVStream: Edge-Cloud Collaboration for Understanding of Long Video Streams

    Jun 22, 2026Xu Liu, Guikun Chen, Zihao Yan +2Streaming VideoEdge Platforms

    The State Key Lab of Brain-Machine Intelligence, Zhejiang University · vivo Mobile Communication Co., Ltd., Shenzhen, China.

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

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

    State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China · Anhui University, Hefei, China

  46. Correct Yourself, Keep My Trust: How Self-Correction and Social Connection Shape Credibility in Social Chatbots

    Jun 17, 2026Biswadeep Sen, Yi-Chieh LeeCredibilityIterative Self-Correction

    School of Computing National University of Singapore Singapore, Singapore

  47. Counterfactual Optimization of Baseball Pitch Sequences and Estimation of Its Impact on Season-Level Statistics

    Jun 15, 2026Ryota Takamido, Hiroki NakamotoCounterfactual LearningSummary Statistics

    Sports Innovation Organization, National Institute of Fitness and Sports in Kanoya, Kanoya, Kagoshima 891-2393, Japan · Faculty of Physical Education, National Institute of Fitness and Sports in Kanoya, Kanoya, Kagoshima 891-2393, Japan

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

    Jun 15, 2026Shuai Yang, Bingjie Gao, Ziwei Liu +3Generative Video ModelsMultimodal Memory

    Shanghai Jiao Tong University · S-Lab, Nanyang Technological University · Shanghai Innovation Institute +2

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

    Jun 11, 2026Minjun Choi, Yoonjin Jang, Sangwon Youn +1Large Language Model MemoryPeak Memory

    Sungkyunkwan University, Suwon, Republic of Korea

  50. HAMNO: A Hierarchical Adaptive Multi-scale Neural Operator with Physics-Informed Learning for Dynamical Systems

    Jun 10, 2026Mostafa Bamdad, Mohammad Sadegh Eshaghi, Timon RabczukNeural OperatorsPhysics-Informed Learning

    Chair of Computational Mechanics, Institute of Structural Mechanics, Bauhaus-Universität Weimar, 99423 Weimar, Germany · Chair of Computational Science and Simulation Technology, Institute of Photonics, Department of Mathematics and Physics, Leibniz University Hannover, 30167 Hannover, Germany

  51. Long-Term and Short-Term Transistor Aging in Deep Neural Networks: Impact and Mitigation

    Jun 2, 2026Alireza Sarmadi, Virinchi Roy Surabhi, Prashanth Krishnamurthy +3Neural Network InferencePrinted Circuit Board

    Dept. of Electrical and Computer Engineering, New York University (NYU) Tandon School of Engineering, New York, USA · School of Computation, Information and Technology, Technical University of Munich (TUM), Munich, Germany

  52. Reinforcement Learning with Pairwise Preferences in Long-Term Decision Problems

    May 29, 2026Jonathan Colaço Carr, Prakash Panangaden, Doina Precup +1Markov Decision ProcessesOptimal Policies

    Stanford University · School of Computer Science, McGill University, Montreal, Quebec, Canada · Mila - Quebec AI Institute, Montreal, Quebec, Canada +1

  53. Eywa: Provenance-Grounded Long-Term Memory for AI Agents

    May 29, 2026Resham JoshiLong-Term MemoryLong-Term

    Eywa

  54. Regime-Adaptive Continual Learning for Portfolio Management

    May 29, 2026Chaofan Pan, Lingfei Ren, Linbo Xiong +3Continual LearningPortfolio Construction

    Southwestern University of Finance and Economics · Shanxi University

  55. IPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents

    May 27, 2026Michael Galarnyk, Siddharth Lohani, Vidhyakshaya Kannan +8Multimodal DocumentsRegulation

    Georgia Institute of Technology Atlanta, GA, USA · Sai University Chennai, Tamil Nadu, India · Duke University Durham, NC, USA

  56. MemGuard: Preventing Memory Contamination in Long-Term Memory-Augmented Large Language Models

    May 27, 2026Hyeonjeong Ha, Jeonghwan Kim, Cheng Qian +7Long-Term MemoryPeak Memory

    University of Illinois Urbana-Champaign · Capital One · Columbia University

  57. Long Live the Librarian! A Persistent Search Sub-Agent for Energy-Efficient Multi-Agent Software Engineering Systems

    May 27, 2026Seunghyuk Cho, Sunghyun Choi, Jaeseung Heo +4Multi-Agent CommunicationAgentic Search

    1Graduate School of Artificial Intelligence, POSTECH · Department of Computer Science and Engineering, POSTECH · 1Graduate School of Artificial Intelligence, POSTECH, 2Department of Computer Science and Engineering, POSTECH

  58. Is Agent Memory a Database? Rethinking Data Foundations for Long-Term AI Agent Memory

    May 25, 2026Abdelghny Orogat, Essam MansourLong-Term Agent MemoryLong-Term Memory

    Concordia University

  59. FlowLong: Inference-time Long Video Generation via Manifold-constrained Tweedie Matching

    May 20, 2026Jangho Park, Geon Yeong Park, Gihyun Kwon +1Interactive Video GenerationVideo Diffusion Models

    1KAIST · 2Amazon

  60. Towards Sustainable Growth: A Multi-Value-Aware Retrieval Framework for E-Commerce Search

    May 18, 2026Yifan Wang, Yixuan Wang, YiDan Liang +2Learning-Augmented AlgorithmsLong-Term

    Taobao & Tmall Group of Alibaba · HangZhou, China