Execution-Guided Code Generation

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4 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Verification Trap: Understanding Test-Time Selection Failures under False Premises in Code Generation

    Oct 4, 2026Feng He, Hejia Wang, Linghao Meng +2Execution-Guided Code GenerationCode Generation Evaluation

    University of Science and Technology of China, China · Beijing University of Posts and Telecommunications, China · National University of Singapore, Singapore +1

  2. Why, Where, How: Taxonomy-guided Error Grounding for Code Repair in NL2SQL

    Oct 4, 2026Suchan Lee, Woomin Song, Hwanjo Yu +1LLM Self-CorrectionExecution-Guided Code Generation

    POSTECH · KAIST

  3. ReMCTS: Reflection-Enhanced Monte Carlo Tree Search for Code Generation

    Sep 28, 2026Huifei Wang, Xinying Huang, Yiheng Sun +1Execution-Guided Code GenerationLLM-Based Program Synthesis

    College of Computer Science and Software Engineering, Shenzhen University · School of Artificial Intelligence, Shenzhen University

  4. SciWalker: Synthesizing Scientific Coding Problems with Operator Graphs and Execution Feedback

    Sep 24, 2026Chenxi Li, Wenxuan Zeng, Yun Luo +4Execution-Guided Code GenerationScientific Code Generation

    The Hong Kong University of Science and Technology · Shanghai AI Laboratory · Tsinghua University +1

  5. Rendering-in-the-Loop: An Execution-Driven Agent for Interactive Web Development

    Sep 2, 2026Yilong Guo, Hanqi Chen, Zixiao Ye +3Web Application GenerationExecution-Guided Code Generation

    Baidu Inc., Beijing, China · School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China

  6. VisEditBench: Can Vision-Language Models Edit Visualization Code from Multimodal Feedback?

    Aug 11, 2026Mizanur Rahman, Arshia Azimlu, Shadikur Rahman +4VLM EvaluationData Visualization

    ‡York University · $Nanyang Technological University · ¶Salesforce AI Research

  7. ExeCRE: Execution-Consistency Guided Reliability Estimation for Self-Correcting Code Generation

    Aug 5, 2026Yiru Dong, Richong Zhang, Fanshuang Kong +1LLM Self-CorrectionExecution-Guided Code Generation

    Beihang University Beijing, China

  8. Route-Align-Verify for Functional Correctness in Code Generation

    Aug 4, 2026Erxue Zhou, Jingxiang Meng, Aofan LiuExecution-Guided Code GenerationCode Generation

    Software Engineering Institute, East China Normal University, Shanghai 200062, China · University of Chicago · Peking University

  9. TaPR: Test-Aware Policy Refinement for Feedback-Conditioned Code Generation

    Aug 1, 2026Aofan Liu, Jingxiang Meng, Fangxin Liu +1RL for Code GenerationReward Shaping

    ∗These authors contributed equally. · †Corresponding author.

  10. MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation

    Jul 24, 2026Zhen Zhao, Qihang Yang, Feifei Dai +2Execution-Guided Code GenerationCode Generation

    Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China · University of Electronic Science and Technology of China, Chengdu, China

  11. PairCoder++: Pair Programming as a Universal Paradigm for Verified Code-Driven Multimodal and Structured-Artifact Generation

    Jul 2, 2026Junhao Chen, Xiang Li, Mingjin Chen +9Execution-Guided Code GenerationCode Generation

    1THU · 2PKU · 3PolyU, Hong Kong +7

  12. Falsification, Not Exposure: An Internally Preregistered Placebo-Controlled Decomposition of Self-Repair Feedback in Frozen Small Code Models

    Jun 30, 2026Mehmet IscanLLM Self-CorrectionAutomated Program Repair

    PythaLab, Yıldız Technical University, Istanbul, Turkey

  13. DA-Studio: An Agentic System for End-to-End Data Analysis

    Jun 30, 2026Yizhe Liu, Shaolei Zhang, Ju FanExecution-Guided Code GenerationAgentic Workflows

    Renmin University of China

  14. The Verifier is the Curriculum: Execution-Gated Self-Distillation for Cross-Family Game Generation

    Jun 23, 2026Chenyu Zhou, Qiliang Jiang, Shuning Wu +1Execution-Guided Code GenerationLanguage Model Distillation

    School of Engineering, Institute of Science Tokyo, Japan · College of Control Science and Engineering, Zhejiang University, China · Department of Electrical and Computer Engineering, National University of Singapore, Singapore

  15. Complexity and Scale in AI-Assisted Workflow Management: A Federated Learning Case Study

    Jun 16, 2026Komal Thareja, Hamza Safri, Rajiv Mayani +2Execution-Guided Code GenerationCode Generation

    RENCI, University of North Carolina at Chapel Hill, NC, USA · Information Sciences Institute, University of Southern California, Marina del Rey, CA, USA

  16. Unlocking LLM Code Correction with Iterative Feedback Loops

    Jun 16, 2026Le Zhang, Suresh KothariLLM Self-CorrectionExecution-Guided Code Generation

    Iowa State University, Ames Iowa 50010, USA

  17. AutoMine Solution for AV2 2026 Scenario Mining Challenge

    Jun 10, 2026Songliang Cao, Jiele Zhao, Yuru Wang +10VLMs for Autonomous DrivingExecution-Guided Code Generation

    Xiaomi EV · Huazhong University of Science and Technology

  18. ACE-SQL: Adaptive Co-Optimization via Empirical Credit Assignment for Text-to-SQL

    Jun 4, 2026Xiaobing Chen, Ai Jian, Eryu Guo +1Execution-Guided Code GenerationSchema Linking

    Harbin Engineering University, Harbin, China · Harbin Institute of Technology, Harbin, China · Beijing University of Posts and Telecommunications, Beijing, China

  19. Bootstrapping Semantic Layer from Execution for Text-to-SQL

    Jun 4, 2026Youngwon Lee, Jaejin Kim, Seung-won HwangExecution-Guided Code GenerationText-to-SQL

    Seoul National University

  20. Verilog-Evolve: Feedback-Driven and Skill-Evolving Verilog Generation

    May 26, 2026Zehua Pei, Hui-Ling Zhen, Yu Zhang +3Large Language Model-Guided OptimizationExecution-Guided Code Generation

    The Chinese University of Hong Kong · Huawei Technologies Co., Ltd

  21. CoSPlay: Cooperative Self-Play at Test-Time with Self-Generated Code and Unit Test

    May 22, 2026Zhangyi Hu, Chenhui Liu, Tian Huang +6LLM Self-RefinementExecution-Guided Code Generation

    1The Hong Kong University of Science and Technology (Guangzhou) · Institute of Deep Perception Technology, JITRI, Wuxi, China

  22. RAS: Reflection-Augmented Scaling with In-Context Learning for Executable Cypher Query Generation

    May 21, 2026Minseok Jung, Abhas Ricky, Muhammad Rameez ChatniExecution-Guided Code GenerationInference-Time Scaling

    Cloudera 6220 America Center Dr. San Jose, CA 95002

  23. Domain-Adaptable Reinforcement Learning for Code Generation with Dense Rewards

    May 20, 2026Erfan Aghadavoodi Jolfaei, Daniel Maninger, Abhinav Anand +2RL for Code GenerationReinforcement Learning

    Technische Universität Darmstadt, Darmstadt, Germany · Hessian Center for Artificial Intelligence (hessian.AI), Darmstadt, Germany · National Research Center for Applied Cybersecurity ATHENE, Darmstadt, Germany.

  24. Code Generation by Differential Test Time Scaling

    May 19, 2026Yifeng He, Ethan Wang, Jicheng Wang +2Differential TestingExecution-Guided Code Generation

    University of California, Davis · Wuhan University · University of Hong Kong

  25. A-ProS: Towards Reliable Autonomous Programming Through Multi-Model Feedback

    May 18, 2026Anika Tabassum, Md Sifat Hossain, Md. Fahim Arefin +2LLM Self-RefinementExecution-Guided Code Generation

    Dept. of Computer Science and Engineering, University of Dhaka, Bangladesh · Dept. of Information Systems, University of Maryland, Baltimore County, USA

  26. See Before You Code: Learning Visual Priors for Spatially Aware Educational Animation Generation

    May 15, 2026Yuejia Li, Ke He, Junheng Li +5Execution-Guided Code GenerationCode Generation

    Wuhan University · University of Chinese Academy of Sciences

  27. From I/O to Code with Discovery Agent

    May 14, 2026Yihong Dong, Jiaru Qian, Haoran Zhang +7Execution-Guided Code GenerationGenetic Programming

    School of Computer Science, Peking University · Tongyi Lab, Alibaba Group · Wuhan University +3

  28. StepCodeReasoner: Aligning Code Reasoning with Stepwise Execution Traces via Reinforcement Learning

    May 12, 2026Hao Wang, Rui Li, Lei Sha +1RL for Language Model ReasoningExecution-Guided Code Generation

    Beihang University, Beijing, China · Peking University, Beijing, China · Zhongguancun Laboratory, Beijing, China +1

  29. Semantic Voting: Execution-Grounded Consensus for LLM Code Generation

    May 9, 2026Shan Jiang, Zijian Yi, Chenguang ZhuExecution-Guided Code GenerationCode Generation Evaluation

    The University of Texas at Austin

  30. PYTHALAB-MERA: Validation-Grounded Memory, Retrieval, and Acceptance Control for Frozen-LLM Coding Agents

    May 8, 2026Mehmet IscanRL for Code GenerationExecution-Guided Code Generation

    PythaLab, Yildiz Technical University

  31. PaT: Planning-after-Trial for Efficient Test-Time Code Generation

    May 8, 2026Youngsik Yoon, Sungjae Lee, Seockbean Song +3Test-Time OptimizationExecution-Guided Code Generation

    Department of Computer Science and Engineering, POSTECH, South Korea · Graduate School of Artificial Intelligence, POSTECH, South Korea · Microsoft Research Asia, Beijing, China

  32. AutoResearch: An Execution-Grounded Multi-Agent Framework for Reliable Research Workflow Automation

    May 4, 2026Rajesh Kumar, Waqar Ali, Junaid Ahmed +2Execution-Guided Code GenerationScientific Workflow Automation

    International Research Center for Complexity Sciences, Hangzhou International Innovation Institute, Beihang University, Hangzhou 311115, China · Department of Computer Science, College of Science, Mathematics and Technology, Wenzhou-Kean University, Wenzhou 325060, China · Computer Systems Engineering Department, Sukkur IBA University, Sindh, Pakistan +1

  33. SAFEdit: Does Multi-Agent Decomposition Resolve the Reliability Challenges of Instructed Code Editing?

    Apr 28, 2026Noam Tarshish, Nofar Selouk, Daniel Hodisan +4Execution-Guided Code GenerationMulti-Agent Coding

    Ben-Gurion University of the Negev · Beer Sheva, Israel

  34. Learning from Execution: Self-Evolving Memory for Private-Library Code Generation

    Apr 27, 2026Mofei Li, Taozhi Chen, Guowei Yang +1Memory-Augmented Language ModelsKnowledge Augmentation for Language Models

    College of AI Tsinghua University Beijing, China · Fitten Tech Co., Ltd. Beijing, China · Emory University Atlanta, GA, USA

  35. You Don't Need Public Tests to Generate Correct Code

    Apr 23, 2026Kaushitha Silva, Srinath PereraExecution-Guided Code GenerationCode Generation

    WSO2 Santa Clara, CA, USA

  36. Feedback Over Form: Why Execution Feedback Matters More Than Pipeline Topology in 1-3B Code Generation

    Apr 23, 2026Charles Junichi McAndrewsLLM Self-RefinementExecution-Guided Code Generation

  37. CreativeGame:Toward Mechanic-Aware Creative Game Generation

    Apr 21, 2026Hongnan Ma, Han Wang, Shenglin Wang +6Execution-Guided Code GenerationComputational Creativity

    University of Bristol · Shanghai Jiao Tong University · Shandong University +1

  38. SolidCoder: Bridging the Mental-Reality Gap in LLM Code Generation through Concrete Execution

    Apr 20, 2026Woojin Lee, Jin-Xia HuangExecution-Guided Code GenerationLLM-Based Program Synthesis

    Electronics and Telecommunications Research Institute, Republic of Korea

  39. ACE: Self-Evolving LLM Coding Framework via Adversarial Unit Test Generation and Preference Optimization

    Apr 17, 2026Yixu Huang, Xinglei Yu, Zhongyu WeiExecution-Guided Code GenerationLanguage Model Self-Improvement

    School of Data Science Fudan University Shanghai, China

  40. Majority Voting for Code Generation

    Apr 17, 2026Tim Launer, Jonas Hübotter, Marco Bagatella +2Execution-Guided Code GenerationCode Generation

    ETH Zürich, Switzerland

  41. 1D-Bench: A Benchmark for Iterative UI Code Generation with Visual Feedback in Real-World

    Feb 20, 2026Qiao Xu, Yipeng Yu, Chengxiao Feng +1Benchmark DesignExecution-Guided Code Generation

    Taobao & Tmall Group of Alibaba

  42. Code Reasoning for Software Engineering Tasks: A Survey and A Call to Action

    Jun 16, 2025Saurabh Pujar, Ira Ceka, Irene Manotas +3Software Engineering AgentsExecution-Guided Code Generation

    IBM · Columbia University

  43. Toward Secure Code Generation: Bridging Correctness and Security via Task-Adaptive Vulnerability Modeling and Execution-Based Benchmarking

    Jul 2, 2024Jiexin Wang, Liuwen Cao, Xitong Luo +6Execution-Guided Code GenerationAgentic Code Generation

    South China University of Technology, Guangzhou, China · University of Innsbruck, Innsbruck, Austria