Code Refactoring

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  1. RailSyn: Diagnosis-Guided Image Generation for Traceable Data Completion in Railway Foreign Object Detection

    Aug 31, 2026Quan Hao, Chenxi Zhang, Ziyang Tao +6Medical Image GenerationInpainting

    1The School of Information Science and Technology, Beijing University of Technology · 2Pratt School of Engineering, Duke University · 3Academy of Mathematics and Systems Science, Chinese Academy of Sciences +3

  2. Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review

    Aug 12, 2026Joel AbenhaimCode RefactoringCodebases

    AI Sovereign Labs, Paris, France

  3. SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

    Aug 10, 2026Yuling Shi, Jinghan Xu, Kelin Fu +12Swe-Bench VerifiedCode Refactoring

    Shanghai Jiao Tong University · Peking University · Douyin Group +4

  4. RefactorAssist: Agentic Refinement for Reliable Code Refactoring

    Aug 2, 2026Jonathan Cordeiro, Shayan Noei, Ying ZouCode RefactoringRefinement

    Queen’s University, Kingston, Canada

  5. REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning

    Jul 23, 2026Zhensheng Jin, Xin Dai, Zhenghao Liu +5LLM Reasoning StrategiesLong-Context Reasoning

    Northeastern University · Shenyang, China · Tsinghua University +1

  6. SemaDiff: Identifying Semantic-Changing Commits with Generated Code and Tests

    Jul 14, 2026Maha Ayub, Michael Konstantinou, Ahmed Khanfir +2CommitsCode Refactoring

    SnT, University of Luxembourg, Luxembourg · RIADI, ENSI, University of Manouba, Tunisia · Concordia University, Canada

  7. SWE-Router: Routing in Multi-turn Agentic Software Engineering Tasks

    Jun 30, 2026Seongho Son, Sangwoong Yoon, Jiahua Tang +3Large Language Model RoutingSoftware Engineering

    University College London, United Kingdom · Ulsan National Institute of Science and Technology, South Korea · PSL Research University, France +1

  8. AgRefactor: Self-Evolving Agentic Workflow for HLS Compatibility and Performance

    Jun 29, 2026Yang Zou, Zijian Ding, Yizhou Sun +1Code RefactoringHigh-Level Synthesis

    1Carnegie Mellon University · University of California, Los Angeles

  9. An Exploratory Case Study of LLM-Assisted Refactoring and Gameplay Feature Generation in an Endless Runner Game

    Jun 19, 2026Jan Wunderlich, Markus Kleffmann, Sebastian LempertCode RefactoringOpenai

    IU International University of Applied Sciences, Erfurt, Germany

  10. Toward Self-Evolution-Ready Workflow Harnesses: A Reversible Migration Path and Convertibility Taxonomy for Expert LLM Pipelines

    Jun 15, 2026Yimo Lin, Zhen Zhang, Yibin LiAgentic Workflow DesignCode Refactoring

    1Yunyong Century (Beijing) Artificial Intelligence Technology Co., Ltd. · 2Tsinghua University

  11. Sorries Are Not the Hard Part: An Expert-Review Case Study of a Semi-Autonomous Formalization

    Jun 11, 2026Vasily Ilin, Brian NugentAutoformalizationFormalization

    University of Washington, Seattle, WA, USA · University of Utah, Salt Lake City, UT, USA

  12. Efficient Skill Grounding via Code Refactoring with Small Language Models

    Jun 6, 2026Sera Choi, Wonje Choi, Saehun Chun +4Embodied AgentsHuman-To-Robot Transfer

    Department of Computer Science and Engineering, Sungkyunkwan University, Suwon, Republic of Korea · Department of Systems Management Engineering, Sungkyunkwan University, Suwon, Republic of Korea

  13. Proof-Refactor: Refactoring Generated Formal Proofs into Modular Artifacts

    Jun 2, 2026Yiming Fu, Peixuan Liu, Zichen Wang +1Theorem ProvingProof

    Department of Mathematics Southern University of Science and Technology · School of Mathematical Sciences Peking University · Center for Machine Learning Research Peking University

  14. Quality and Security Signals in AI-Generated Python Refactoring Pull Requests

    May 20, 2026Mohamed Almukhtar, Anwar Ghammam, Hua MingPull RequestsCode Quality

    University of Michigan-Flint · USA · University of Michigan-Dearborn

  15. Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search

    May 18, 2026Jialin Lu, Soonho Kong, Rodrigo Stehling +4Code RefactoringTheorem Proving

    Simon Fraser University · Amazon Web Services · MiroMind +1

  16. Given, When, Then, Again: Mining Subscenario Refactoring Candidates in Behaviour-Driven Test Suites with ML Classifiers and LLM-Judge Baselines

    May 14, 2026Ali Hassaan Mughal, Noor Fatima, Muhammad BilalCode RefactoringTest Generation

    Independent Researcher; Applied MBA (Data Analytics), Texas Wesleyan University, Fort Worth, TX, USA. · Independent Researcher; B.E. Computer Engineering, National University of Sciences and Technology (NUST), Pakistan. · Independent Researcher; M.Sc. Management, Technical University of Munich, Munich, Germany.

  17. DocSync: Agentic Documentation Maintenance via Critic-Guided Reflexion

    May 4, 2026Sidhesh Badrinarayan, Adithya ParthasarathyDocumentationCode Refactoring

    California, USA

  18. TDD Governance for Multi-Agent Code Generation via Prompt Engineering

    Apr 29, 2026Tarlan Hasanli, Shahbaz Siddeeq, Bishwash Khanal +3Large Language Model WorkflowsAi-Native

    Tampere University Tampere, Finland