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14 papers in the last four weeks, up 133% on the four weeks before. 0.1% of all new papers.

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  1. Finite-Data Safety Informativity Under Dynamic Asymmetric Actuation

    Oct 1, 2026Abhinav Sinha, Praveen Kumar Ranjan, Yongcan CaoProbabilistic SafetyFinite-Sample Certificates

    GALACxIS Lab, Department of Aerospace Engineering, University of Cincinnati, Cincinnati, OH 45221, USA · Unmanned Systems Lab (USL), Department of Electrical Engineering, The University of Texas at San Antonio, TX 78249, USA

  2. Better Supervision Is Nearby: Neighborhood On-Policy Self-Distillation

    Sep 30, 2026Xincheng Wei, Yifan Ding, Yoshua Li +6Unsupervised On-Policy Self-DistillationOn-Policy

    The Chinese University of Hong Kong, Shenzhen · Meituan, LongCat Team · University of Toronto +1

  3. RESUME: Recurrent State Updates from Motion and Residual Signals for Efficient Video Language Modeling

    Sep 30, 2026Can Zhang, Xiaotian Han, Junyuan Shang +5Video-Language ModelsRecurrent State

    Beijing University of Chemical Technology · Baidu, Inc.

  4. Controlled Decoding Attacks on Black-Box LLMs

    Sep 29, 2026Jesson Wang, Shawn Li, Wei Yang +4Large Language Model JailbreaksJailbreak Attacks

    University of Southern California · Adobe · Amazon

  5. Learning from Teacher Continuations at Student States

    Sep 28, 2026Haojin Wang, Dylan Zhang, Huaibo Chen +8TeacherContinuation

    University of Illinois at Urbana-Champaign · Massachusetts Institute of Technology · University of Pennsylvania +2

  6. PreviewDiff: Multimodal Critic-Guided Search over Diffusion Latents

    Sep 28, 2026Vighnesh Subramaniam, Boris Katz, Brian Cheung +3Diffusion SamplingVideo Generation

    MIT CSAIL · Google Cloud AI Research · UCSF

  7. Reward-Aligned Reweighting for On-Policy Distillation

    Sep 28, 2026Haofeng Xu, Junwei Su, Lansong Diao +2ReweightingProcess-Level Supervision

    The University of Hong Kong · Alibaba Group · University of Science and Technology of China

  8. SHRAV: State-Hypothesis-Reason-Action-Verify Framework for Physical Modeling and Inverse Design

    Sep 23, 2026Ziheng Guo, Yang BuGenerative Inverse DesignInverse Design

    ZhangJiang Laboratory

  9. WOLF: World Model Guided LiDAR Exploration with Predictive Frontiers

    Sep 20, 2026Yuyang Tian, Penghui Yang, Pengyuan Wu +7Aerial Vision-Language NavigationLatent World Models

    University of Science and Technology of China, Hefei, China. · Shanghai Artificial Intelligence Laboratory, Shanghai, China. · East China University of Science and Technology, Shanghai, China. +3

  10. Approximating High Dimensional Self-Motion Manifolds via Deep Generative Models

    Sep 16, 2026Haitao Gao, Yang Song, Liao WuRobotic ManipulatorMotion Planning

    School of Mechanical and Manufacturing Engineering, University of New South Wales, Sydney, Australia · School of Computer Science and Engineering, University of New South Wales, Sydney, Australia

  11. Certified Inference and Training for Deep Equilibrium Networks: A Continuation Framework with Polynomial Complexity Guarantees

    Sep 15, 2026Alex BorisevichEquilibriumContinuation

  12. GLARE: Generative Learning via Adversarial Reward Estimation For Social Dynamics Forecasting

    Sep 14, 2026Tenghao Huang, Zhaoxuan Tan, Muhao Chen +5Dialogue BenchmarksSessions

    Microsoft · University of Notre Dame · University of California, Davis +1

  13. Do Not Restart: Residual Completion for Stateful Agent Handoffs

    Sep 12, 2026Runzhi Deng, Yiming Zhong, Fang Zhao +1HandoffContracts

    Nanjing University · Singapore Management University

  14. LLM Forensics: Where Do Backdoors Hide? Localizing and Controlling Trigger Mechanisms with Sparse Autoencoders

    Sep 7, 2026Wissam Antoun, Francis Kulumba, Théo Lasnier +2Large Language Model SafetyContinuation

    Inria Paris

  15. Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation

    Sep 3, 2026Yingmao Miao, Pengfei Zhang, Chaoran Xu +5Video GenerationContinuation

    1Xi’an Jiaotong University · 2DreamX Team, Alibaba Group · †Work done during an internship at DreamX Team, Alibaba Group +1

  16. Behaviorally Effective LoRA Writes Are Sparse and Structured

    Sep 1, 2026Haruto Sato, Yuki Tanaka, Ren Nakamura +2Behavioral DivergenceContinuation

    Independent Researchers

  17. Runtime-Independent Persistent Agents: Preserving Identity, Memory, and Code Across Models, Harnesses, and Servers

    Sep 1, 2026Zhenyu Zhao, Roy ZhaoPersistenceLong-Term Agent Memory

    Independent Researcher · Paul G. Allen School of Computer Science & Engineering, University of Washington

  18. REER-PT: Reverse-Engineered Reasoning for Perplexity-Guided Pre-training Data Augmentation

    Aug 31, 2026Haoran Que, Jiajun Shi, Ting Huang +7Search-Augmented ReasoningNext-Token Prediction

    Peking University · ByteDance Seed · Work done at ByteDance Seed +1

  19. Ceiling-Clipped Acceptance Histograms Indicate Stranded Speed-up in Block-Diffusion Speculative Decoding

    Aug 31, 2026Ephrem WuBlock-Diffusion DrafterDrafter

    Advanced Micro Devices, Inc., USA

  20. ICM Out! Better Tournament Strategy from Computed Continuations, vs. Solvers and LLMs

    Aug 10, 2026Boning Li, Longbo HuangPokerCompetition

    IIIS, Tsinghua University.

  21. Stateful CARS: Exact Cross-History Reuse for Policy-Constrained LLM Agents

    Aug 8, 2026Ibne Farabi Shihab, Md Najmus Swaqeeb, Abu Sa-Adat Mohamed Moon-Im Al AhsanLarge Language Model AgentsContinuation

    Department of Computer Science, Iowa State University · Department of Computer Science & Engineering, BRAC University

  22. Harmful Content Is Not Enough: Continuation Framing Moderates In-Context Emergent Misalignment

    Aug 8, 2026Peiyang Liu, Xi Wang, Ziqiang Cui +2Emergent MisalignmentHarmful Content

    National Engineering Research Center for Software Engineering, Peking University, Beijing, China · Peking University, Beijing, China · City University of Hong Kong, Hong Kong SAR, China +1

  23. Toward Reliable Context Compression for Long-Horizon Agents: An Empirical Study of Execution Instability

    Aug 6, 2026Guanghui Min, Liang Wu, Mayank Darbari +2Long-Horizon AgentsCompaction

    Department of Computer Science, University of Virginia, Charlottesville, VA, USA · Nokia, Sunnyvale, CA, USA

  24. Resume Means Resume: A Machine-Checked Conformance Contract for Checkpoint, Interrupt, and Resume Semantics in Workflow Persistence Layers

    Aug 4, 2026Sajjad KhanContinuationAgentic Workflows

    independent researcher, London, UK

  25. From Chains to Trees: Parent-Conditioned Drafting for Semi-Autoregressive Speculative Decoding

    Aug 3, 2026Zixian Li, Tong Li, Chi Xie +2Speculative DecodingDrafts

    OPPO AI Center

  26. World Action Models in Real Time: An Empirical Study of Smooth Execution via Asynchronous Deployment

    Aug 3, 2026Motubrain TeamEfficient World-Action ModelAsynchronous Execution

  27. Learning and Structurally Validating Simulation Scenario Continuations in Dynamic Graph Systems

    Jul 23, 2026Michael Romei de Socio, Gian Luca Pozzato, Alessio MerloScenario GenerationContinuation

    CASD – School of Advanced Defense Studies, 00165 Rome, Italy · Department of Computer Science, University of Turin, 10149 Turin, Italy

  28. Persistent Computational State: A Session-Centric Runtime for Generative World Models

    Jul 23, 2026Zhen LinPersistent StateVideo World Models

  29. When Can Safe Controllers Adapt? Information before Commitment

    Jul 18, 2026Venkatesh SaligramaAdaptive ControlLinear Quadratic Regulator

    Department of Electrical and Computer Engineering, Boston University, MA 02215

  30. JobHop v2: A Large-Scale Career Trajectory Dataset from Unstructured Resumes

    Jul 13, 2026Iman Johary, Guillaume Bied, Alexandru C. Mara +1JobsContinuation

    AIDA-IDLab, Department of Electronics and Information Systems, Ghent University, Ghent, Belgium

  31. Mirror Horizon: Viable Path Entropy as a Measure of Bounded Reflection

    Jul 11, 2026Tiantian ZhangReflectionsReasoning Paths

    Crystal · Department of Computer Science, Columbia University

  32. A Near-Linear-Time Solver for Graph pp-Laplacian Semi-Supervised Learning via Continuation in pp

    Jul 3, 2026Oren E. LivneGraph LaplaciansSolver Iterations

    Pine Birch Analytics, Churchville, PA

  33. Can LLMs Hire Fairly? Racial Bias in Resume Screening

    Jun 27, 2026Zhenyu Gao, Wenxi Jiang, Yutong YanLarge Language Model BiasStrong Large Language Model

    Department of Finance, CUHK Business School, The Chinese University of Hong Kong

  34. On the Effect of Segmentation Width and Cluster Size on Speech Resynthesis and Continuation in Generative Spoken Language Models

    Jun 22, 2026Shunsuke Kando, Wataru Nakata, Shinnosuke Takamichi +1Speech Language ModelsDiscrete Speech Representations

    The University of Tokyo, Japan · Keio University, Japan

  35. SafeSpec: Fast and Safe LLM via Dynamic Reflective Sampling

    Jun 18, 2026Haotian Xu, Zeyang Zhang, Linbao Li +3Inference-Time DefenseSpeculative Decoding

    Zhejiang University, Hangzhou, China · Harbin Institute of Technology, Shenzhen, China · Huawei

  36. AsyncLane: Decoupling Refinement from Advancement in Diffusion Language Model Decoding

    Jun 7, 2026Yingxuan Ren, Yuxuan Lou, Yong Liu +4Diffusion Language ModelsAutoregressive Decoding

    1National University of Singapore · University of Southampton

  37. Learn to Match: Two-Sided Matching with Temporally Extended Feedback

    Jun 4, 2026Haijing Zong, Yancheng Liang, Boyang Zhou +1Distribution MatchingMatching Markets

    Department of Economics, University of Washington, Seattle, United States · Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, United States

  38. Diagnosing Harmful Continuation in Answer-Correct Long-CoT Training Traces

    May 28, 2026Chen He, Yuhao Wu, Lei Wang +2ContinuationChain-of-Thought Reasoning

    University of Electronic Science and Technology of China · Singapore University of Technology and Design · Singapore Management University

  39. Measuring Real-World Prompt Injection Attacks in LLM-based Resume Screening

    May 27, 2026Mohan Zhang, Yuqi Jia, Zhen Tan +4Prompt-Injection DetectorsIndirect Prompt Injection

    University of North Carolina at Chapel Hill · Duke University · Arizona State University +2

  40. Beyond Extrapolation: Knowledge Utilization Paradigm with Bidirectional Inspiration for Time Series Forecasting

    May 19, 2026Liu Chong, Yingjie Zhou, Hao Li +3Forecasting BackboneExtrapolation

    College of Computer Science, Sichuan University · Computer and Information Science, University of Macau · Squirrel Ai +1

  41. VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following

    May 15, 2026Hyesoo Hong, Minsoo Kim, Wonje Jeung +3Vision-Language Foundation ModelsMultimodal Benchmarks

    Yonsei University

  42. Grounded Continuation: A Linear-Time Runtime Verifier for LLM Conversations

    May 13, 2026Qisong He, Jinwei Hu, Xinmiao Huang +3Multi-Turn Large Language Model ConversationsLarge Language Model Reliability

    School of Computer Science & Informatics, University of Liverpool

  43. Likelihood scoring for continuations of mathematical text: a self-supervised benchmark with tests for shortcut vulnerabilities

    May 11, 2026Daniel RanardContinuationNext-Token Prediction

    Department of Physics, California Institute of Technology, Pasadena, CA 91125, USA

  44. When Does a Language Model Commit? A Finite-Answer Theory of Pre-Verbalization Commitment

    May 7, 2026Long Zhang, Wei-neng Chen, Feng-feng Wei +1CommitmentContinuation

    School of Computer Science and Engineering South China University of Technology Guangzhou City, Guangdong Province, China

  45. Perturbation Dose Responses in Recursive LLM Loops: Raw Switching, Stochastic Floors, and Persistent Escape under Append, Replace, and Dialog Updates

    May 4, 2026Pawel KaplanskiContinuationLarge Language Models Fail

    Kaplanski AI Lab · Kaplanski Ai Lab

  46. LatticeBridge: Rare-Event Sequential Inference for Faithful Structured Sequence Synthesis

    Apr 22, 2026Faruk Alpay, Bugra KilictasSequence ModelingConstrained Decoding

    Department of Computer Engineering, Bahcesehir University

  47. FlowC2S: Flowing from Current to Succeeding Frames for Fast and Memory-Efficient Video Continuation

    Apr 19, 2026Hovhannes Margaryan, Quentin Bammey, Christian SandorContinuationVisual Fidelity

    Team ARAI, Universit´e Paris-Saclay, CNRS, LISN, France · LTCI, T´el´ecom Paris, Institut Polytechnique de Paris, France

  48. PopResume: Causal Fairness Evaluation of LLM/VLM Resume Screeners with Population-Representative Dataset

    Mar 24, 2026Sumin Yu, Juhyeon Park, Taesup MoonFairness AuditsJobs

    ECE, Seoul National University · IPAI, Seoul National University · ASRI / INMC / AIIS, Seoul National University