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9 papers in the last four weeks, up 80% on the four weeks before. 0.1% of all new papers.

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  1. No Model Required: Text Entropy Rate Filtering Mitigates Iterative Fine-Tuning Collapse

    Oct 1, 2026Lewis MitchellCollapseToken-Level Entropy

    Adelaide Data Science Centre School of Mathematical Sciences Adelaide University Adelaide SA 5005, Australia

  2. Random Recursive Models

    Sep 30, 2026Jama Hussein Mohamud, Mirco RavanelliRecursive ModelsDeep Learning Architectures

    Mila – Quebec AI Institute · Université de Montréal · Concordia University

  3. Convergence of Practical Muon with Finite Newton-Schulz Iterations and Nesterov Momentum

    Sep 30, 2026Hanyng Peng, Hui Wang, Yue YuMomentum Stochastic Gradient DescentNewton

    Pengcheng Laboratory, Shenzhen, China

  4. AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks

    Sep 29, 2026Hongjin Qian, Chaofan Li, Kun Luo +11Self-Improving AgentsLong-Horizon Trajectories

    Beijing Academy of Artificial Intelligence (BAAI)

  5. A Contraction Framework for Stochastic Operators with Bootstrapping: Application to TD Learning

    Sep 24, 2026Ids van der Werf, Sergio Rozada, Antonio G. MarquesStochastic ApproximationTemporal Difference

    Delft University of Technology, Dep. Microelectronics, Delft, The Netherlands

  6. Terminal Shrinkage Averaging Reveals a Schedule-Estimator Interaction in LLM Pretraining

    Sep 21, 2026Adam Ousherovitch, Yixin WangBatchLarge Language Model Pretraining

    Department of Statistics, University of Michigan

  7. Matching Multi-Loop Complexities with a Single Loop: Optimal Optimization Stationarity and Best-Known Game Stationarity in Nonconvex--Concave Minimax Optimization

    Sep 16, 2026Minghao Zhang, Zi XuConvex OptimizationStationarity

    Department of Mathematics, College of Sciences, Shanghai University, Shanghai, 200444, P.R.China.

  8. Support Discovery With Iteratively Reweighted Least Squares for Fixed-Charge Network Flow

    Sep 10, 2026Sindura Saraswathi, Christian KümmerleBringing Network CodingOptimal Power Flow

    University of Central Florida

  9. If It's Not Buggy, Don't Fix It: On the Dynamics of Iterative Bug-fixing with LLMs

    Sep 9, 2026Xietao Wang-Lin, Anton Isopoussu, Louis MahonBugIterative

    University of Warwick · UnlikelyAI

  10. Equation Recast for Canonical Operator Learning Across Parametric PDEs

    Sep 2, 2026Qiyun Cheng, Valentin Duruisseaux, Cesar F. Clauser +7Probabilistic Operator LearningNeural Partial Differential Equation Solvers

    1Plasma Science and Fusion Center, Massachusetts Institute of Technology, Cambridge, MA, USA · 2Computing and Mathematical Sciences, California Institute of Technology, Pasadena, CA, USA · Department of Mechanical, Aerospace, and Nuclear Engineering, Rensselaer Polytechnic Institute, Troy, NY, USA +1

  11. IT-TextFusion: Iterative Text-Image Interaction with Text-Guided Residual Refinement for Degradation-Aware Image Fusion

    Sep 1, 2026Siyang Liu, Peiyi Zhou, Tianle Jin +3Visible Image FusionQuery-Specific Degradation-Aware Representation

    Chair of Robotics, Artificial Intelligence and Real-time Systems, Technical University of Munich, Munich, Germany · School of Automation, Southeast University, Nanjing, China

  12. A Dataset for Modeling Iterative Problem-Solving

    Sep 1, 2026Fagun Patel, Sang T. Truong, Duc Q. Nguyen +4Problem Solving CapabilityAi-Assisted Programming Tasks

    Stanford University · National University of Singapore

  13. Fast Iterative Five point Relative Pose Estimation

    Aug 13, 2026Johan Hedborg, Michael FelsbergIterative

    Computer Vision Laboratory · Linköping University, Sweden

  14. Iterative Erasure Count Is Not an Affine-Invariant Concept Dimension

    Aug 11, 2026Tingan Jin, Shuhang Dong, Haosong Li +1Intrinsic DimensionalityConcept Erasure

    UCLA · Independent Researcher · Cal Poly Pomona

  15. CODS: Iterative Bellman-Residual Data Selection for Reusable Offline Reinforcement Learning

    Aug 7, 2026Ibne Farabi Shihab, Sanjeda Akter, Abu Sa-Adat Mohamed Moon-Im Al Ahsan +2Model-Based Reinforcement LearningOffline Reinforcement Learning

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

  16. Recipes for Creativity: Iterative Generation and Evaluation in Large Language Models

    Aug 7, 2026Rens Anderson, Tessa Verhoef, Amirhossein ZohrehvandCreativityLarge Language Model Evaluation

    LIACS Leiden University Einsteinweg 55 2333 CC Leiden The Netherlands

  17. iARCS: Iterative Agentic RL for Controllable 3D Scene Generation

    Aug 6, 2026Saugat Adhikari, Ashok Prasad Neupane, Pramish Paudel +23D Scene GenerationSynthetic-To-Real Domain Gap

    Pulchowk Campus, IOE, Tribhuvan University, Lalitpur, Nepal · INSAIT, Sofia University “St. Kliment Ohridski”, Bulgaria · NAAMII, Kathmandu, Nepal

  18. Iterative Hybrid Discrete-Continuous Viewpoint Planning for UAV Photogrammetry

    Aug 6, 2026Alan Grech, Daniel Pisani, Andre Grima +3Unmanned Aerial VehiclesAerial Imagery

    University of Malta Msida, Malta · Stargate Studios Malta Mosta, Malta

  19. Exact Model-Free Policy Iteration for Co-safe LTL Planning

    Aug 5, 2026Zetong Xuan, Yu WangModel-Free Reinforcement LearningLinear Temporal Logics

    Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL 32611 USA

  20. Wiring diagram extraction and gluing: a case study in classifying figure skating jumps using 3D dataset

    Jul 30, 2026Jason Lo, Mohammadnima JafariClusteringUnsupervised

  21. Convergence analysis of a family of Zermelo-type iterations for the Bradley--Terry model

    Jul 24, 2026Ruijian Han, Ding Lu, Yiming XuConvergenceMaximum Likelihood

    Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR · Department of Mathematics, University of Kentucky, Lexington, KY, 40506, USA

  22. Countercurrent Multiplier Networks: A Renal-Inspired Iterative Operator with Provably Bounded Fixed-Point Dynamics

    Jul 21, 2026Snigdha Chandan KhilarFixed-Point IterationChronic Kidney Disease

    Independent Researcher

  23. AEGIS: Awareness-Enhanced Guidance for Iterative Safeguard

    Jul 20, 2026Kyungwon Park, Sangmin Lee, Heejae Chon +1DetoxificationMultilingual Safety

    Dept. of Artificial Intelligence, Yonsei University · Dept. of Electrical & Electronic Engineering, Yonsei University · Dept. of Computer Science & Engineering, Yonsei University +1

  24. An Iterative Geometric Approach to Optimizing Separating Hyperplanes

    Jul 19, 2026Akos HajnalSupport Vector MachinesConvex Optimization

    Laboratory of Parallel and Distributed Systems Institute for Computer Science and Control (SZTAKI) · John von Neumann Faculty of Informatics Obuda University Budapest, Hungary

  25. Coordinated Disentanglement with Iterative Mode Discovery Under Hidden Correlations

    Jul 19, 2026Rong Hu, Ling ChenRepresentation LearningDynamic Mode Decomposition

    State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China · College of Computer Science and Technology, Zhejiang University, Hangzhou, China

  26. Chat2Scenic: An Iterative RAG-Based Framework for Scenario Generation in Autonomous Driving

    Jul 15, 2026Yuan Gao, Wenting Miao, Mattia Piccinini +3Scenario GenerationAutonomous Driving

    Professorship of Autonomous Vehicle Systems, TUM School of Engineering and Design, Technical University of Munich, 85748 Garching, Germany; Munich Institute of Robotics and Machine Intelligence (MIRMI) · University College London, London, United Kingdom

  27. Sharper Analysis of Single-Loop Methods for Bilevel Optimization

    Jul 11, 2026Yubo Zhou, Jun Shu, Luo Luo +4Bilevel OptimizationConvergence

    School of Mathematics and Statistics, Xi’an Jiaotong University · School of Data Science, Fudan University · 3SGIT AI Lab, State Grid Corporation of China +1

  28. OptiAgent: End-to-End Optimization Modeling via Multi-Agent Iterative Refinement

    Jul 6, 2026Adriana Laurindo Monteiro, Nayse Fagundes, Gabriel Mattos Langeloh +4Optimization ModelingOperations Research

    Instituto de Ciência e Tecnologia do Itaú, Brasil

  29. Progressive Refinement: An Iterative Pseudo-Labeling Approach for Mandarin-English Code-Switching ASR

    Jul 6, 2026Qu Yang, Cakra Wardhana, Tim NgCode-SwitchingMultilingual Automatic Speech Recognition

    Apple, Singapore · National University of Singapore, Singapore

  30. Binary Iterative Method for Non-targeted Adversarial Attack

    Jul 5, 2026Naman Goyal, Milan ChaudhariBlack-Box Adversarial AttacksAdversarial Training

    Indian Institute of Technology, Ropar

  31. Distributed Attacks in Persistent-State AI Control

    Jul 2, 2026Josh Hills, Ida Caspary, Asa Cooper SticklandArtificial Intelligence ControlEvasion

    1Constellation Astra Fellowship · 2Imperial College London · 3UK AI Security Institute

  32. Adversarial Contamination Meets Hard Thresholding: An Iterative Algorithm with Signal Adaptivity and Minimax Optimality

    Jun 26, 2026Shixiang Liu, Hanming YangAdaptive ThresholdingMinimax

    School of Statistics, Renmin University of China · Institute of Statistics and Big Data, Renmin University of China

  33. Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks

    Jun 25, 2026Yunqi Xue, Zhijiang Li, Philip Torr +1Autoregressive Image GenerationAutoregressive Generation

    School of Information Management, Wuhan University, Wuhan, China · Torr Vision Group, University of Oxford, Oxford, United Kingdom

  34. Escaping Iterative Parameter-Space Noise: Differentially Private Learning with a Hypernetwork

    Jun 25, 2026Naoki Nishikawa, Shokichi Takakura, Satoshi HasegawaNeural Network TrainingStochastic Gradient Descent

    The University of Tokyo · LY Corporation

  35. Arc-Length Parameterized Interpolating Splines

    Jun 19, 2026Dafna K. Matsegora, Stephen M. WattSplinesGeodesic

    Cheriton School of Computer Science, University of Waterloo Waterloo, Ontario, Canada N2L 3G1

  36. Starter-Iterator Neural Operator: A Unified Architecture for High-Fidelity Forward and Inverse PDE Problems

    Jun 16, 2026Kuilin Qin, Lianfang Wang, Xu Sun +4Neural OperatorsNeural Partial Differential Equation Solvers

  37. Surrogate Assisted Pedestrian Protection Design via a Foundation Model Orchestrated Workflow

    Jun 16, 2026Osamu Ito, Akihiko Katagiri, Yoshikazu Nakagawa +3Surrogate ModelsPedestrian

    Honda Motor Co., Ltd. Wako-shi, Saitama 351-0188, Japan

  38. Iterating Toward Better Search: A Two-Agent Simulation Framework for Evaluating Agentic Search Architectures in E-Commerce

    Jun 11, 2026Jetlir Duraj, Jayanth Yetukuri, Shuang Zhou +4Agentic CommerceMulti-Agent Simulations

    eBay Inc.

  39. Spatiotemporal Imputation with Graph-Informed Flow Matching

    Jun 4, 2026Zepeng Zhang, Aref Einizade, Jhony H. Giraldo +1ImputationConditional Flow Matching

    IMOS, EPFL, 1015 Lausanne, Switzerland · SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris, 91120 Palaiseau, France · LTCI, Télécom Paris, Institut Polytechnique de Paris, 91120 Palaiseau, France

  40. SHIELDS: Automating OS Hardening with Iterative Multi-Agent Remediation

    Jun 3, 2026Andrew Hamara, Dwight Horne, Aldehir Rojas +5Diverse Hardening StrategiesIterative

    1L3Harris Technologies. · 2Texas A&M University.

  41. BEATS: Bootstrapping E-commerce Attribute Taxonomies for Search through Iterative Human-AI Collaboration

    Jun 3, 2026Yung-Yu Shih, Shang-Yu Su, Tzu-I Ho +2TaxonomyAgentic Commerce

    National Taiwan University · Rakuten Group, Inc. · Taiwan Rakuten Ichiba, Inc. +1

  42. LoopMoE: Unifying Iterative Computation with Mixture-of-Experts for Language Modeling

    Jun 3, 2026Wenkai Chen, Tianshu Li, Wenyong Huang +3Mixture-Of-Experts Large Language ModelsMixture-Of-Experts

    Hong Kong University of Science and Technology (Guangzhou) · Huawei Technologies Co.,Ltd.

  43. Finite-Iteration Local Dynamics and Warm Starts for Alternating Power Iteration in Spiked Tensor PCA

    Jun 2, 2026Yanjin Xiang, Zhihua ZhangNewtonWarm Starts

    Peking University

  44. Scaling Behavior of Single LLM-Driven Multi-Agent Systems

    May 30, 2026Jialing Li, Zhouhong Gu, Yin Cai +1Model-Based Multi-Agent SystemsCollective Behaviors

    Fudan University

  45. AI-Guided Design and Optimization of Graphite-Based Anodes via Iterative Experimental Feedback

    May 29, 2026Qian Du, Mark M. Sullivan, James E. Saal +1Lithium-Ion BatteriesGenerative Inverse Design

    hte GmbH, Kurpfalzring 104, 69123 Heidelberg, Germany · Citrine Informatics, 2629 Broadway St., Redwood City, CA 94063, USA

  46. Before Parc Fermé: RL-Time Pruning for Efficient Embodied LLMs in Autonomous Driving

    May 29, 2026Luca Benfenati, Ali Azimi, Matteo Risso +3Autonomous DrivingIterative

    Department of Control and Computer Engineering, Politecnico di Torino · Department of Mechanical and Aerospace Engineering, Politecnico di Torino

  47. Iterative Framework For Data Augmentation Of Segmented Fingerprints

    May 29, 2026João Leonardo H. D. Agnol, Wesley Augusto de Bona, Erick Oliveira Rodrigues +4Data AugmentationFingerprint

    Federal University of Technology (UTFPR) Pato Branco, Parana Brazil · InfantID Curitiba, Parana, Brazil

  48. Convergence Theory for Iterative LLM-Based Neural Architecture Search: A Parametric Cross-Entropy Framework with Closed-Form Proxy Reliability

    May 28, 2026Santosh Premi Adhikari, Radu Timofte, Dmitry IgnatovNeural Architecture SearchIterative

    Computer Vision Lab, CAIDAS & IFI, University of Würzburg, Germany

  49. Improving Collaborative Storytelling with a Multi-Agent Framework Based on Large Language Models

    May 28, 2026Arturo Valdivia, Paolo BurelliNarrativesArtificial Intelligence Agents

    Data Science Section · IT University of Copenhagen · Copenhagen, Denmark +1

  50. BAIT: Boundary-Guided Disclosure Escalation LLM Jailbreaking via Self-Conditioned Reasoning

    May 26, 2026Xuan Luo, Yue Wang, Geng Tu +2Jailbreak AttacksAttack-Success Rate

    The Harbin Institute of Technology, Shenzhen, China · The Hong Kong Polytechnic University, Hong Kong, China · Shenzhen University, Shenzhen, China +1

  51. ConVer: Using Contracts and Loop Invariant Synthesis for Scalable Formal Software Verification

    May 26, 2026Muhammad A. A. Pirzada, Weiqi Wang, Yiannis Charalambous +2Formal VerificationProbabilistic Model Checking

    The University of Manchester · Manchester, UK

  52. NPSolver: Neural Poisson Solver with Iterative Physics Supervision

    May 25, 2026Bocheng Zeng, Rui Zhang, Runze Mao +5SolversIterative

    Gaoling School of Artificial Intelligence Renmin University of China Beijing, China · School of Engineering Science University of Chinese Academy of Sciences Beijing, China

  53. Iterate Until Retrieved: Factual Nugget Optimization for Discoverable Continual Corrections in Agentic RAG

    May 25, 2026Moshe Hazoom, Gal Patel, Alon Talmor +1CorrectionFeedback

    Mosaic AI · The Hebrew University of Jerusalem

  54. EvoCode-Bench: Evaluating Coding Agents in Multi-Turn Iterative Interactions

    May 22, 2026Haiyang Shen, Xuanzhong Chen, Wendong Xu +3Coding AgentsMulti-Turn Interactions

    1UniPat AI · 2Peking University · 3Tsinghua University +1

  55. Evolutionary Multi-Task Optimization for LLM-Guided Program Discovery

    May 21, 2026Halil Alperen Gozeten, Xuechen Zhang, Emrullah Ildiz +3Evolutionary SearchOptimization Modeling

    University of Michigan - Ann Arbor · University of California San Diego

  56. Inference-Time Scaling in Diffusion Models through Iterative Partial Refinement

    May 19, 2026Taegu Kang, Jaesik Yoon, Sungjin AhnDiffusion ModelsInference-Time

    KAIST · KAIST & SAP · KAIST & NYU

  57. Iterative Chow Filtering for Learning with Distribution Shift

    May 17, 2026Gautam Chandrasekaran, Georgios Gkrinias, Adam R. Klivans +2O(\Bar{K}\Log N)$Distribution Shifts

    UT Austin

  58. PRISM: Prompt Reliability via Iterative Simulation and Monitoring for Enterprise Conversational AI

    May 15, 2026Keshava Chaitanya, Jahnavi GundakaramConversational Artificial IntelligenceIterative

  59. Spontaneous symmetry breaking and Goldstone modes for deep information propagation

    May 14, 2026Nabil Iqbal, T. Anderson Keller, Yue Song +2SymmetryIterative

    Dept. of Mathematical Sciences, Durham University · Kempner Institute, Harvard University · College of AI, Tsinghua University +2

  60. What Does LLM Refinement Actually Improve? A Systematic Study on Document-Level Literary Translation

    May 13, 2026Shaomu Tan, Dawei Zhu, Ke Tran +5Machine Translation QualityMachine Translation

    University of Amsterdam · 3Amazon AGI · University of Cambridge