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24 papers in the last four weeks, up 50% on the four weeks before. 0.3% of all new papers.

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  1. Workflow-Localized Mechanism Learning: Attribution-Guided Repair and Knowledge Reuse for Structured Agent Skills

    Jul 23, 2026Zibin Lin, Shengli Zhang, Taotao Wang +3Reusable KnowledgeRepair

    Shenzhen University, Shenzhen, China

  2. Tool-Guided Retrieval-Augmented Repair for Securing LLM-Generated C Code

    Jul 21, 2026Vidyut Sriram, Saatvik Pradhan, Suman SahaProgram AnalysisVulnerable Code

    The Pennsylvania State University

  3. Vector-Bench: Can Models Surgically Edit SVG Code?

    Jul 21, 2026Yug Aditi Gupta, Prannay HebbarScalable Vector GraphicPrecise Editing

    Theta Labs · Warping

  4. PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents

    Jul 21, 2026Tianyue Jiang, Yanlin Wang, Xin He +7Automated Program RepairRepair

    Sun Yat-sen University, China · State Key Laboratory of Blockchain and Data Security, Zhejiang University, China · School of Cyber Science and Engineering, Huazhong University of Science and Technology, China +1

  5. One Rewrite to Fix Them All? Type-Aware Repair Allocation for Text-to-Image Prompt Optimization

    Jul 21, 2026Haoyue Liu, Xiaoyu Ma, Ye Chen +2Text GenerationPrompt Engineering

    School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen 518172, China · XJTU-POLIMI Joint School, Xi’an Jiaotong University, Xi’an 710049, China · Shenzhen Future Network of Intelligence Institute (FNii-Shenzhen)

  6. PEARL: Auditable Repair for Scientific Reasoning Graph Extraction

    Jul 20, 2026Bohan Su, Pengze Li, Yuchen Lu +1Reasoning GraphsRepair

    School of Computer Science, Wuhan University · Artificial Intelligence Innovation and Incubation, Fudan University · Department of Computer Science, Faculty of Science, University of Bath +1

  7. Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents

    Jul 20, 2026Yitao Wu, Si Shen, Rui Yang +2Verification FrameworkSelf-Verification

    saofund.ai, Shenzhen, China · Shenzhen Xingqing Zhiti Technology Co., Ltd., Shenzhen, China · School of Information Technology and Engineering, Lanzhou University, Lanzhou, China

  8. Should Missing Modalities Always Be Necessary to Repair for Multi-modal Sentiment Analysis?

    Jul 19, 2026Yubo Gao, Haotian Wu, Xiaoyu Xu +9Multimodal Sentiment AnalysisMissing Modalities

    The Hong Kong University of Science and Technology (Guangzhou) · The Hong Kong University of Science and Technology · Nanyang Technological University +2

  9. CLOSER-Bench: Evaluating Budgeted Cross-Stage Design Closure for Hardware Agents

    Jul 18, 2026Peilong Zhou, Zhirong Chen, Cangyuan Li +4Hierarchical Register Transfer Level GenerationToken Budget Allocation

    1SKLP, Institute of Computing Technology, Chinese Academy of Sciences · University of the Chinese Academy of Sciences · School of Advanced Interdisciplinary Sciences

  10. Structured Feedback Improves Repair in an LLM Agent Loop

    Jul 15, 2026Jaideep Ray, Ankit GoyalRepairAgent Loop

    Independent Researcher

  11. Stress-Sharing: A Bio-Inspired Approach to Decentralized Fault Repair in Modular Spacecraft

    Jul 15, 2026Sidhdharth D. Sikka, Yue Shen, Shaoshuai MouSelf-RepairSpacecraft

    Purdue University, West Lafayette, IN, USA · Manifold Research Group

  12. Multi-Perspective Agentic Program Repair via Code Property Graphs and Temporal Execution Graphs

    Jul 14, 2026Zhili Huang, Ling Xu, Hongyu ZhangAutomated Program RepairRepair

    Chongqing University, Chongqing, China

  13. RepTran: Search-Based Repair of Transformer Models

    Jul 13, 2026Yuta Ishimoto, Paolo Arcaini, Fuyuki Ishikawa +3Transformer ArchitecturesRepair

    The University of Osaka, Japan · National Institute of Informatics, Japan · Kyushu University, Japan +1

  14. Guidance Breaks the Fitted Operator: A Terminal-Fitted Repair for Classifier-Free Guidance

    Jul 8, 2026Shiheng ZhangClassifier-Free GuidanceGuidance

    University of Washington

  15. SmartHomeSecure: Automated Detection and Repair of Smart Home Configuration Errors Using Large Language Models

    Jul 7, 2026Yizhi Wang, Xinghua Gao, Reachsak Ly +1Smart HomesRepair

    Myers-Lawson School of Construction, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA · School of Technology, Eastern Illinois University, Charleston, Illinois, United States

  16. Anchored Self-Play for Code Repair

    Jul 3, 2026Caroline Choi, Zeyneb Kaya, Shirley Wu +3Automated Program RepairRepair

    Department of Computer Science, Stanford University, Stanford, CA, USA.

  17. When Aggregate Alignment Misleads: Auditing Policy Repair Without Per-State Expert Actions

    Jul 3, 2026Peiying Zhu, Sidi ChangLarge Language Model Policy OptimizationRepair

    Blossom AI San Francisco, USA · Blossom AI Labs Tokyo, Japan

  18. RIGS-Refiner: Risk-Guided Recursive Refinement in Prediction Space for Colonoscopy Polyp Segmentation

    Jul 3, 2026Jiachi Zhang, Zhuoyu Wu, Wenqi FangPolyp SegmentationRefinement

    Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China · South China University of Technology, Guangzhou, China · CyPhi(ΨΦ) AI Research Lab, School of IT, Monash University Malaysia

  19. ContextSniper: AntTrail's Token-Efficient Code Memory for Repository-Level Program Repair

    Jul 2, 2026Chiwang Luk, Matin Mohammad Najafi, Zhifeng Jia +6Automated Program RepairRepository-Level Code Understanding

    Huawei · HKUST(GZ) · Nanyang Technological University

  20. Repair the Amplifier, Not the Symptom: Stable World-Model Correction for Agent Rollouts

    Jul 2, 2026Xinyuan Song, Zekun CaiRepairLarge Language Model Planning

    Emory University, Atlanta, GA, USA · The University of Tokyo, Tokyo, Japan · LocationMind, Tokyo, Japan

  21. Mnemosyne: Agentic Transaction Processing for Validating and Repairing AI-generated Workflows

    Jun 30, 2026Edward Y. Chang, Longling GengAgentic WorkflowsUntrusted Content

    Stanford University

  22. AxDafny: Agentic Verified Code Generation in Dafny

    Jun 30, 2026Benjamin Breen, Austin Letson, Borja Requena Pozo +1Formal VerificationRepair

    Axiomatic AI, Boston, MA, USA.

  23. Loc2Repair: A Framework for Evaluating the Impact of File-Level Issue Localization in Repo-Level LLM Repair

    Jun 29, 2026Mohammad Nour Al Awad, Sergey IvanovRepairBug Detection

    ITMO University

  24. REPAIR-Bench: A Benchmark for Robot Error Perception And Interaction Recovery

    Jun 29, 2026Giuliano Pioldi, Yashika Batra, Arman Ibrayeva +4Human-Robot InteractionRobot Failures

    Cornell University Cornell Tech New York, NY

  25. Diagnosing and Repairing Factual Errors in RAG under Budget Constraints

    Jun 28, 2026Soroush Hashemifar, Havva Alizadeh Noughabi, Fattane Zarrinkalam +1RepairToken Budget Allocation

    College of Engineering, University of Guelph, Guelph, ON, Canada · Cyber Science Lab, School of Computer Science, University of Guelph, Guelph, ON, Canada

  26. LAMP: Lean-based Agentic framework with MCP and Proof Repair

    Jun 27, 2026Santhana Srinivasan R, Maithilee PatawarTheorem ProvingCombinations

    Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram

  27. SHERLOC: Structured Diagnostic Localization for Code Repair Agents

    Jun 23, 2026Hovhannes Tamoyan, Sean Narenthiran, Erik Arakelyan +2RepairLocalization

    NVIDIA, Santa Clara, CA 95051, USA · 2TU Darmstadt, Darmstadt, Germany · 3hessian.AI & National Research Center for Applied Cybersecurity ATHENE

  28. Automated Semantic Fault Localization in SysML v2: A Human-in-the-Loop Framework Using Knowledge-Graph Augmented LLMs

    Jun 22, 2026Haitham Al-Shami, Rohail Malik, Riku Ala-Laurinaho +2RepairFault Diagnosis

    Aalto University Otakaari 1 Espoo 02150, Finland

  29. VeriPilot: An LLM-Powered Verilog Debugging Framework

    Jun 22, 2026Yihan Wang, Cheng Liu, Jiazheng Zhang +4Model DebuggingHigh-Level Synthesis

    State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences, and the University of Chinese Academy of Sciences, Beijing, China · North China Electric Power University, Beijing 102206, China

  30. RAVEN: Agentic RAG for Automated Vulnerability Repair

    Jun 21, 2026Varun Gadey, Zijie Liu, Alexandra DmitrienkoAutomated Program RepairRepair

    University of Duisburg-Essen, Germany

  31. TraceView: Interactive Visualization of Agentic Program Repair Trajectories

    Jun 20, 2026Amirali Sajadi, Tu Nguyen, Kimmie Huynh +2Automated Program RepairRepair

    Drexel University, Philadelphia, PA, USA · Belmont University, Nashville, TN, USA

  32. Predictive Repair Management Using a Multi-Head Attention Transformer and Online Learning

    Jun 19, 2026Xinyao Zhang, Willie Cade, Karl R. Haapala +2Predictive MaintenanceDeep Learning Framework

    University of Florida Gainesville, FL, USA · Graceful Solutions Chicago, IL, USA · Oregon State University Corvallis, OR, USA

  33. DecoSearch: Complexity-Aware Routing and Plan-Level Repair for Text-to-SQL

    Jun 16, 2026Esteban Schafir, Xu Zheng, Hojat Allah Salehi +4Text-To-SqlReasoning Skills

    Florida International University · NEC-Labs · Singapore Management University

  34. Damage Adaptation in Seconds for Architected Materials

    Jun 16, 2026James Avtges, Jake Ketchum, Helena Young +3Soft RoboticsActuator

    Northwestern University, Evanston, IL, USA

  35. Code Correctness Is Linearly Decodable from LLM Hidden States Before Generation

    Jun 12, 2026Carlo Di CiccoCorrectnessHidden States

    Independent researcher.

  36. MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling

    Jun 11, 2026Jiacheng Chen, Xinyu Zhang, Shunkai Zhang +20Test-Time ScalingReinforcement Learning With Verifiable Reward

    MiniMax · The Chinese University of Hong Kong · Fudan University +2

  37. Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts

    Jun 11, 2026Hao Zou, Zachary Horvitz, Chandhru Karthick +2SummarizationPreservation

    Columbia University New York, NY, USA

  38. Repair Before Veto, When Repair Is Hidden: Quantum-Accessible Features for Repair-Augmented Constraint Learning

    Jun 6, 2026Yifan WangQuantum LearningQuantum Error Correction

    Department of Mechanical Engineering, McGill University, QC, H3A 2T7, Canada

  39. Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills

    Jun 5, 2026Chuan Xiao, Zhengbo Jiao, Shaobo Wang +5Self-Evolving AgentsCoding Agents

    2Shanghai Jiao Tong University · 1AI Data, Alibaba Group

  40. Agentic Molecular Recovery via Molecule-Aware Exploration

    Jun 4, 2026Suwan Yoon, Changhee LeeRepairDrafts

    Department of Artificial Intelligence, Korea University / Seoul, Korea

  41. CARVE-Q: Quantum-Proposed, Classically Certified Interactive Driving Repair

    Jun 3, 2026Yifan WangPost-Quantum CryptographyRepair

    Department of Mechanical Engineering, McGill University · QC, H3A 2T7, Canada

  42. Imbuing Large Language Models with Bidirectional Logic for Robust Chain Repair

    Jun 3, 2026Zehua Cheng, Wei Dai, Jiahao Sun +1LLM Reasoning StrategiesReasoning Chain

    Department of Computer Science, University of Oxford, UK · Institute of Logic and Computation, TU Wien, Austria

  43. DDOR: Delta Debugging for Explainable Overrefusal Testing and Repair

    Jun 2, 2026Qinyan Zhou, Peixin Zhang, Jun Sun +2Large Language Model SafetyRefusals

    Southeast University, China · School of Computing and Information Systems, Singapore Management University, Singapore · Zhejiang University, China +1

  44. Evaluating LLMs' Effectiveness on Real-World Consumer Device Repair Questions

    Jun 2, 2026Atm Mizanur Rahman, Md Arid Hasan, Syed Ishtiaque Ahmed +1RepairLarge Language Model Evaluation

    University of Illinois Urbana-Champaign · University of Toronto

  45. Repair Before Veto: Repair-Augmented Constraint Learning for Contextual Decisions

    Jun 1, 2026Yifan WangRepairUncoupled Learning

    Department of Mechanical Engineering, McGill University, QC, H3A 2T7, Canada

  46. CARVE: Certified Affordable Repair of Vetoed Maneuvers via Envelopes for Interactive Driving

    May 31, 2026Yifan WangHuman DrivingReachability

    Department of Mechanical Engineering, McGill University, QC, H3A 2T7, Canada

  47. TIGER: Traceable Inference with Graph-Based Evidence Routing for Mitigating Hallucinations in Multimodal Generation

    May 29, 2026Kaixiang Zhao, Tianrun Yu, Shawn Huang +3Multimodal GenerationRepair

    Brigham Young University · Florida State University

  48. The Architecture of Errors: From Universal Impossibility to Patch-Local LLM Reliability

    May 28, 2026Mikhail L. Arbuzov, Lee Mosbacker, Sisong Bei +3Large Language Model ReliabilityLatent Failure Patterns

    Independent Researcher · Palo Alto Networks

  49. REPOT: Recoverable Program-of-Thought via Checkpoint Repair

    May 28, 2026Parsa MazaheriRetryingReplay

    University of California, Santa Cruz

  50. HTMLCure: Turning Browser Experience into State Guided Repair for Interactive HTML

    May 26, 2026Jiajun Wu, Jian Yang, Tuney Zheng +4RepairBrowser Agent

    1Beihang University · 2IQuest Research · 3Peking University

  51. Fine-Tuning Vision-Language Models for Understanding Current Damage and Scoring Priority with Quality Guard Agent

    May 24, 2026Takato YasunoRecent Vision-Language ModelsStructural Damage

  52. Guarded Repair for Harm-Aware Post-hoc Replacement of LLM Mathematical Reasoning

    May 23, 2026Haizhou XiaRepairMathematical Reasoning

  53. How Sparsity Allocation Shapes Label-Free Post-Pruning Recoverability

    May 21, 2026Qishi Zhan, Minxuan Hu, Liang HeSparsityRepair

    Marquette University · Cornell University · Tongji University

  54. BLAgent: Agentic RAG for File-Level Bug Localization

    May 18, 2026Md Afif Al Mamun, Gias UddinBug DetectionRepair

    University of Calgary, Canada · York University, Canada

  55. VLAMotor: Test-Guided Enhancement of Vision-Language-Action Models via Agent-BasedData Synthesis

    May 16, 2026Zeqin Liao, Peifan Ren, Zixu Gao +6Diffusion-Based Vision-Language-ActionsAva-Vlm

    School of computing and data science, Nanyang Technological University · School of Software Engineering, Sun Yat-sen University, China and GuangDong Engineering Technology Research Center of Blockchain, China · Northwest A&F University

  56. BootstrapAgent: Distilling Repository Setup into Reusable Agent Knowledge

    May 15, 2026Sihan Fu, Oucheng Liu, Shiyuan Wang +2Repository-Level Code UnderstandingCp-Agent

    Zhejiang University · The Australian National University · Institute of Information Engineering, Chinese Academy of Sciences

  57. STAR: A Stage-attributed Triage and Repair framework for RCA Agents in Microservices

    May 15, 2026Junle Wang, Xingchuang Liao, Wenjun WuRoot Cause AnalysisMicroservices

    School of Artificial Intelligence, Beihang University

  58. From Sycophantic Consensus to Pluralistic Repair: Why AI Alignment Must Surface Disagreement

    May 14, 2026Varad Vishwarupe, Nigel Shadbolt, Marina JirotkaPluralistic AlignmentInternal Pluralism

    Department of Computer Science, University of Oxford · Institute for Ethics in AI, University of Oxford · Responsible Technology Institute, University of Oxford

  59. AnyBand-Diff: A Unified Remote Sensing Image Generation and Band Repair Framework with Spectral Priors

    May 14, 2026Zuopeng Zhao, Ying Liu, Xiaoyu Li +3Image RestorationRemote Sensing

    School of Computer Science and Technology / School of Artificial Intelligence, China University of Mining and Technology, Xuzhou, China · Mine Digitization Engineering Research Center of the Ministry of Education, Xuzhou, China · Jiangsu Provincial Industrial Technology Engineering Center for Intelligent Sensing and Emergency IoT in Underground Space, Xuzhou, China

  60. Hydra: Efficient, Correct Code Generation via Checkpoint-and-Rollback Support

    May 14, 2026Alexander Du, Jianjun Ou, Danyang Zhuo +1Code GenerationCode Optimization

    Duke University Durham, NC, USA