LLM Code Generation

LLM: Large Language Model

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17 papers in the last four weeks, up 42% on the four weeks before. 0.2% of all new papers.

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  1. Conversational AI for Rapid Scientific Prototyping: A Case Study on ESA's ELOPE Competition

    Jan 8, 2026Nils EineckeAI-Assisted Scientific ResearchHuman-AI Collaboration

    Honda Research Institute Europe GmbH, Offenbach, Germany

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

    Dec 20, 2025Scott ThorntonSoftware SecurityLLM Security

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

    Oct 10, 2025Hung Phan, Son Vu, Tuan Dinh +3Code TranslationLLM Code Generation

    Department of Computer Science, Iowa State University, Ames, IA, USA · Department of Human Science, Iowa State University, Ames, IA, USA · Subquadratic AI, Miami, Florida, USA +1

  4. Investigating The Smells of LLM Generated Code

    Oct 3, 2025Debalina Ghosh Paul, Hong Zhu, Ian BayleySoftware EngineeringCode Generation Evaluation

    School of Engineering, Computing and Mathematics, Oxford Brookes University, Oxford, OX3 0BP, UK

  5. Benchmarking Web API Integration Code Generation

    Sep 24, 2025Daniel Maninger, Leon Chemnitz, Amir Molzam Sharifloo +2Code GenerationCode Generation Evaluation

    Technische Universität Darmstadt, Germany · Hessian Center for Artificial Intelligence (hessian.AI), Germany · Pariton AI, Germany +1

  6. SEER: Self-Enhancing Chain-of-Thought Compression for Reasoning Models

    Sep 17, 2025Kerui Huang, Shuhan Liu, Xing Hu +3Efficient Language Model ReasoningCoT Compression

    The State Key Laboratory of Blockchain and Data Security, Zhejiang University, China · State Key Laboratory for Novel Software Technology, Nanjing University, China

  7. 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 +2LLM PromptingCode Generation

    Adelaide University, Adelaide, SA, Australia · Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea

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

    Jun 25, 2025Wenjie Jacky Mo, Qin Liu, Xiaofei Wen +5Adversarial Prompt GenerationLLM Red Teaming

    University of California, Davis · University of Southern California

  9. ChatModel: Automating Reference Model Design and Verification with LLMs

    Jun 18, 2025Jianmin Ye, Tianyang Liu, Qi Tian +3LLM-Based Program SynthesisLLM Code Generation

    National Center of Technology Innovation for EDA, China · School of Integrated Circuits, Southeast University, China

  10. BigO(Bench): Can LLMs Generate Code with Controlled Time and Space Complexity?

    Mar 19, 2025Pierre Chambon, Baptiste Roziere, Benoit Sagot +1Benchmark DesignCode Generation

    FAIR at Meta · Inria · Work done at Meta, now working at Mistral AI

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

    Mar 13, 2025Mari Ashiga, Wei Jie, Fan Wu +5Mixture-of-Experts Language ModelsLanguage Model Ensembles

    School of Computing and Engineering, University of West London, London W5 5RF, United Kingdom · Turing Intelligence Technology Limited, London EC2M 2PF, United Kingdom · School of Computer Science, University of Leeds, Leeds LS2 9JT, United Kingdom

  12. Evaluating LLM-Based Regression Test Generation

    Jan 19, 2025Jing Liu, Seongmin Lee, Eleonora Losiouk +1Automated Test GenerationLLM Code Generation

    MPI-SP, Germany · University of California at Los Angeles, USA · University of Padua, Italy

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

    Jan 14, 2025Shengsheng Zhou, Shuai Wang, Liang Ding +5Code GenerationAgentic Code Generation

    College of Computing and Data Science, Nanyang Technological University, Singapore · School of Computer Science, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China · The University of Sydney, Sydney, Australia +3

  14. Grammar-Aligned Decoding

    May 31, 2024Kanghee Park, Jiayu Wang, Taylor Berg-Kirkpatrick +2Constrained Generative ModelingConstrained Decoding

    University of Wisconsin-Madison · University of California San Diego

  15. Leveraging High-Level Synthesis and Large Language Models to Generate, Simulate, and Deploy a Uniform Random Number Generator Hardware Design

    Nov 6, 2023James T. MeechElectronic Design AutomationRTL Code Generation

    University of Cambridge

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

    Date pendingFred Zhangzhi Peng, Kaiwen Zheng, Anru R. ZhangDiffusion Model DistillationOne-Step Generative Modeling

    Duke University · Tsinghua University