AI Code Generation

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19 papers in the last 28 days · 0.5% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Coding AgentsCode QualitySoftware EngineeringLlm-Driven Code SynthesisTest GenerationRepositorySoftwareBug

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Period ending 2026-09-14

11 new papers

A weekly snapshot of new work published in AI Code Generation.

Period ending 2026-09-07

7 new papers

A weekly snapshot of new work published in AI Code Generation.

331 papers

Latest in AI Code Generation

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  1. Majority Voting for Code Generation

    Apr 17, 2026Tim Launer, Jonas Hübotter, Marco Bagatella +2AI Code GenerationCodebooks

  2. QuantCode-Bench: A Benchmark for Evaluating the Ability of Large Language Models to Generate Executable Algorithmic Trading Strategies

    Apr 16, 2026Alexey Khoroshilov, Alexey Chernysh, Orkhan Ekhtibarov +2AI Code GenerationLarge Language Model Generation

  3. AgentGA: Evolving Code Solutions in Agent-Seed Space

    Apr 16, 2026David Y. Y. Tan, Kellie Chin, Jingxian ZhangSelf-Evolving AgentsCoding Agents

  4. Exploring LLM-based Verilog Code Generation with Data-Efficient Fine-Tuning and Testbench Automation

    Apr 16, 2026Mu-Chi Chen, Po-Hsuan Huang, Yu-Hung Kao +6VhdlHardware Description Languages

  5. StoryCoder: Narrative Reformulation for Structured Reasoning in LLM Code Generation

    Apr 16, 2026Geonhui Jang, Dongyoon Han, YoungJoon YooAI Code GenerationCodebooks

  6. MARS^2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation

    Apr 16, 2026Pengfei Li, Shijie Wang, Fangyuan Li +7Multi-Agent Reinforcement LearningTree Search

  7. ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

    Apr 5, 2026Hui Sun, Yun-Ji Zhang, Zheng Xie +4Test GenerationAI Code Generation

  8. Embarrassingly Simple Self-Distillation Improves Code Generation

    Apr 1, 2026Ruixiang Zhang, Richard He Bai, Huangjie Zheng +3AI Code GenerationLarge Language Model Generation

  9. Design-Specification Tiling for ICL-based CAD Code Generation

    Mar 13, 2026Yali Du, San-Zhuo Xi, Hui Sun +1Computer-Aided DesignAI Code Generation

  10. QAQ: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions

    Mar 12, 2026Jiayin Lei, Ming Ma, Yunxi Duan +2Synthetic DataData Quality

  11. Animating Petascale Time-varying Data on Commodity Hardware with LLM-assisted Scripting

    Mar 7, 2026Ishrat Jahan Eliza, Xuan Huang, Aashish Panta +4Visual AnalyticsAnimation

  12. SEA-TS: Self-Evolving Agent for Autonomous Code Generation of Time Series Forecasting Algorithms

    Mar 5, 2026Longkun Xu, Xiaochun Zhang, Qiantu Tuo +1Time Series ForecastingAutoregressive Model

  13. 1D-Bench: A Benchmark for Iterative UI Code Generation with Visual Feedback in Real-World

    Feb 20, 2026Qiao Xu, Yipeng Yu, Chengxiao Feng +1AI Code GenerationRapid Prototyping

  14. Compressed Sensing for Capability Localization in Large Language Models

    Feb 11, 2026Anna Bair, Yixuan Even Xu, Mingjie Sun +1Model Interpretability MethodsLocalization

  15. HardSecBench: Benchmarking the Security Awareness of LLMs for Hardware Code Generation

    Jan 20, 2026Qirui Chen, Jingxian Shuai, Shuangwu Chen +8Hardware Description LanguagesLarge Language Model Safety

  16. SecureCode: A Production-Grade Multi-Turn Dataset for Training Security-Aware Code Generation Models

    Dec 20, 2025Scott ThorntonSecurity AnalysisVulnerable Code

  17. Learning Bug Context for PyTorch-to-JAX Translation with LLMs

    Oct 10, 2025Hung Phan, Son Vu, Tuan Dinh +3AI Code GenerationPytorch

  18. TENET: One Step Toward Test-Driven Development for Repository-Level Code Generation

    Sep 29, 2025Yiran Hu, Nan Jiang, Shanchao Liang +2Test GenerationLlm-Driven Code Synthesis

  19. Benchmarking Web API Integration Code Generation

    Sep 24, 2025Daniel Maninger, Leon Chemnitz, Amir Molzam Sharifloo +2AI Code GenerationApplication Programming Interfaces

  20. EfficientUICoder: A Bidirectional Token Compression Framework for Efficient MLLM-Based UI Code Generation

    Sep 15, 2025Jingyu Xiao, Zhongyi Zhang, Yuxuan Wan +3Token CompressionAI Code Generation

  21. A Framework for Deductive Semantic Content Analysis at Scale in Science Education Using Text Embeddings

    Aug 27, 2025Jonas Timmann Mjaaland, Markus Fleten Kreutzer, Halvor Tyseng +5Scientific DiscoveryOpen-Ended Responses

  22. Experimental Analysis of Productive Interaction Strategy with ChatGPT: User Study on Function and Project-level Code Generation Tasks

    Aug 6, 2025Sangwon Hyun, Hyunjun Kim, Jinhyuk Jang +2AI Code GenerationSoftware Engineering

  23. RedCoder: Automated Multi-Turn Red Teaming for Code LLMs

    Jun 25, 2025Wenjie Jacky Mo, Qin Liu, Xiaofei Wen +5Red-TeamingAI Code Generation

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

    Jun 16, 2025Saurabh Pujar, Ira Ceka, Irene Manotas +3Software EngineeringAI Code Generation

  25. Ensemble Learning for Large Language Models in Text and Code Generation: A Survey

    Mar 13, 2025Mari Ashiga, Wei Jie, Fan Wu +5Large Language Model GenerationAI Code Generation

  26. Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models

    Jan 14, 2025Shengsheng Zhou, Shuai Wang, Liang Ding +5AI Code GenerationAgent Memory

  27. LDC: Learning to Generate Research Idea with Dynamic Control

    Dec 19, 2024Ruochen Li, Liqiang Jing, Chi Han +2Scientific IdeationAutoresearch

  28. 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 +6AI Code GenerationLarge Language Model Safety

  29. Grammar-Aligned Decoding

    May 31, 2024Kanghee Park, Jiayu Wang, Taylor Berg-Kirkpatrick +2Large Language Model GenerationAI Code Generation

  30. Builder, Defender, Breaker: Measurable Independence and Bounded Autonomy When Generative Models Build, Defend and Test Software

    Date pendingMohamed Chahine GhanemArtificial Intelligence RiskSecurity

  31. Distilled Continuous Diffusion Language Models Can Write Code in Few Steps---or One

    Date pendingFred Zhangzhi Peng, Kaiwen Zheng, Anru R. ZhangAI Code GenerationDiffusion Language Models