Execution-Guided Code Generation

Latest papers 43

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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

  2. 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

  3. 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

  4. 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

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

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

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

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

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

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

  8. 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

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

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

  10. 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

  11. 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

  12. Unlocking LLM Code Correction with Iterative Feedback Loops

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

  13. AutoMine Solution for AV2 2026 Scenario Mining Challenge

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

  14. 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

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

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

  16. 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

  17. 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

  18. 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

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

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

  20. Code Generation by Differential Test Time Scaling

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

  21. 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

  22. 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

  23. From I/O to Code with Discovery Agent

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

  24. 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