LLM Code Generation

LLM: Large Language Model

Ask about this topic

Momentum

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

Jul 13Week of Sep 28
View on map

Latest papers 196

All topics
CardsList

  1. Effectiveness of LLM-based Software Diversity for Reliability Improvement -- an Empirical Study

    Jul 3, 2026Gabriel Almeida, Ilir Gashi, Vladimir Stankovic +1Software EngineeringLLM Code Generation

    University of Coimbra, CISUC/LASI Department of Informatics Engineering Coimbra, Portugal · Centre for Software Reliability Department of Computer Science City St George’s, University of London London, United Kingdom

  2. Which Algorithm Specification Formats Help Language Models Implement Machine Learning Algorithms?

    Jul 3, 2026Masahiro Kato, Taka KatoLLM EvaluationProgram Synthesis

    Data Analytics Department, Mizuho-DL Financial Technology, Co., Ltd. · NP-hard Inc.

  3. DecompRL: Solving Harder Problems by Learning Modular Code Generation

    Jul 2, 2026Juliette Decugis, Fabian Gloeckle, Francis Bach +2RL for Code GenerationCode Generation

    FAIR at Meta · Inria · École Normale Supérieure +2

  4. Prompt Coverage Adequacy

    Jul 2, 2026Florian Tambon, Michael Konstantinou, Cedric Richter +3Automated Test GenerationLLM Code Generation

    SnT, University of Luxembourg · University College London

  5. An Exploratory Study on LLM-Generated Code and Comments in Code Repositories

    Jul 2, 2026Yongyi Ji, Jiaji Wang, Yi Zhou +2Software EngineeringLLM Code Generation

    School of Computing and Mathematical Sciences, University of Leicester, University Road, Leicester, LE1 7RH, United Kingdom

  6. An Empirical Study of Security Calibration in Large Language Models for Code

    Jun 30, 2026Mohammed Latif Siddiq, Md. Nafiu Rahman, Joanna C. S. SantosLLM SecurityLanguage Model Calibration

    University of Notre Dame Notre Dame, IN, USA · Brac University Dhaka, Bangladesh

  7. Weave of Formal Thought

    Jun 24, 2026Alexandre BouayadCode Language ModelsLLM Code Generation

  8. Text2DSL: LLM-Based Code Generation for Domain-Specific Languages

    Jun 21, 2026Alexander V. Kozachok, Alexander M. Nazimov, Shamil G. MagomedovLLM PromptingCode Generation

    RTU MIREA — Russian Technological University, 78 Vernadsky Avenue, Moscow 119454, Russia · Academy of the Federal Guard Service of the Russian Federation, 35 Priborostroitelnaya Street, Oryol 302020, Russia

  9. Reinforcement learning to improve large language model-based automated code compliance systems

    Jun 21, 2026Jack Wei Lun Shi, Minghao Dang, Wawan Solihin +2RL for Code GenerationLLM Code Generation

    1National University of Singapore · 2Harbin Institute of Technology · 3NovaCITYNETS

  10. CodeTeam: An LLM-Powered Multi-Agent Framework for Repository-Level Code Generation

    Jun 20, 2026Yifei Wang, Ruiyin Li, Peng Liang +4Repository-Level Code GenerationMulti-Agent Coding

    School of Computer Science, Wuhan University, China · School of Computer Science, Nanjing University of Science and Technology, China · School of Computer Science, Central China Normal University, China +2

  11. NL2Scratch: An Executable Benchmark and Evaluation for Block-Based Programming

    Jun 20, 2026Heejin Do, Alexandre Ballenghien, Yang Wu +1Code GenerationCode Generation Evaluation

    Department of Computer Science, ETH Zurich · ETH AI Center

  12. The Alignment Problem in Constrained Code Generation

    Jun 19, 2026Matteo Biagiola, Jahrim Gabriele Cesario, Luca Di Grazia +2Constrained DecodingConstraint Satisfaction

    University of St. Gallen and Università della Svizzera italiana (USI) St. Gallen and Lugano, SG and TI Switzerland · University of St. Gallen St. Gallen, SG, Switzerland

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

    Jun 19, 2026Jan Wunderlich, Markus Kleffmann, Sebastian LempertLLM Code GenerationAI-Assisted Software Development

    IU International University of Applied Sciences, Erfurt, Germany

  14. Where Did the Variability Go? From Vibe Coding to Product Lines by Regeneration

    Jun 17, 2026Xhevahire TërnavaSoftware EngineeringProgram Synthesis

    LTCI, Télécom Paris, Institut Polytechnique de Paris, Palaiseau, France

  15. LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling

    Jun 16, 2026Jian Yang, Shawn Guo, Wei Zhang +16Efficient Transformer InferenceTest-Time Scaling

    1Beihang University · 2IQuest Research · 4Renming University of China +1

  16. Code Correctness Is Linearly Decodable from LLM Hidden States Before Generation

    Jun 12, 2026Carlo Di CiccoCode Language ModelsLLM Code Generation

    Independent researcher.

  17. No Accidental Software Agent First Canonical Code for Human Code Entropy Reduction and 30 to 500 times Lower Frontier Model Requirements

    Jun 12, 2026Jepson TaylorAutomated Software EngineeringLLM Code Generation

    NeverHuman Research

  18. VHDLSuite: Unified Pipeline for LLM VHDL Generation with Data Synthesis and Evaluation

    Jun 11, 2026Yijun Shen, Minghao Shao, Yichen Zhao +4LLM EvaluationCode Generation

    Center for Data Science, NYU Shanghai, China · NYU Tandon School of Engineering, USA · NYU Abu Dhabi, UAE

  19. Structured Testbench Generation for LLM-Driven HDL Design and Verification-Oriented Data Curation

    Jun 11, 2026En-Ming Huang, Yu-Hung Kao, Ren-Hao Deng +10Automated Test GenerationLLM Code Generation

    National Taiwan University · Academia Sinica · Harvard University

  20. Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code

    Jun 10, 2026Yitong Zhang, Shiteng Lu, Jia LiLLM Safety AlignmentLLM Jailbreak Attacks

    College of AI Tsinghua University Beijing, China · Yingcai Honors College University of Electronic Science and Technology of China Chengdu, China

  21. CODEBLOCK: Learning to Supervise Code at the Right Granularity

    Jun 10, 2026Zhijie Deng, Ling Li, Jinlong Pang +5Supervised Fine-TuningCode Language Models

    Hong Kong University of Science and Technology (Guangzhou) · UC Santa Cruz · Ant Group +1

  22. A Constrained Natural-Language Interface for Variational Multi-Physics Finite Element Simulations in FEniCS

    Jun 9, 2026Nilay Upadhyay, Wesley F. ReinhartPDE SolvingLLM Prompting

    Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA · Department of Materials Science and Engineering, The Pennsylvania State University, University Park, PA 16802, USA

  23. Self-Distillation Policy Optimization via Visual Feedback: Bridging Code and Visual Artifacts

    Jun 9, 2026Haoyu DongRL for Code GenerationCode Generation

    Microsoft

  24. OpenRTLSet: A Fully Open-Source Dataset for Large Language Model-based Verilog Module Design

    Jun 9, 2026Jinghua Wang, Lily Jiaxin Wan, Sanjana Pingali +6LLM Fine-TuningElectronic Design Automation

    University of Illinois Urbana-Champaign

  25. Code Is More Than Text: Uncertainty Estimation for Code Generation

    Jun 8, 2026Yuling Shi, Caiqi Zhang, Yuexian Li +4Confidence Estimation in Language ModelsLLM Reliability

    Shanghai Jiao Tong University · University of Cambridge

  26. Lost in the Flow with Code Talkers: Unveiling the Instruction-Tuning Tax of Large Language Models in Code Tasks

    Jun 7, 2026Shi Ying Chang, Chiok Yew Ho, Yichen Li +1Instruction TuningCode Generation Evaluation

    The Chinese University of Hong Kong, China

  27. Scaffold, Not Vocabulary? A Controlled, Two-Tier, Pre-Registered Study of a Popperian Code-Generation Skill

    Jun 4, 2026Mehmet IscanLLM PromptingCode Generation Evaluation

    PythaLab, Yıldız Technical University, Istanbul, Turkey

  28. Towards the Readability of LLM-Generated Codes through Multitask Representation Engineering

    Jun 4, 2026Huifan Gao, Liuhua He, Yinghui Pan +4Language Model SteeringRepresentation Engineering

    School of Aerospace Engineering, Xiamen University, Xiamen, China · School of Artificial Intelligence, Shenzhen University, Shenzhen, China · College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China +3

  29. Microskill Architecture: A Modular Skill-Driven Framework for AI-Native Code Generation

    Jun 4, 2026Mohammad Zare, Omid AbdolrahmaniAI Coding AgentsAgentic Code Generation

    Artificial Intelligence Laboratory at AriooBarzan Engineering Team, Shiraz, Iran

  30. CASS-RTL: Correctness-Aware Subspace Steering for RTL Generation with LLMs

    Jun 4, 2026Mohammad Akyash, Nowfel Mashnoor, Kimia Azar +1Code GenerationLLM-Based Program Synthesis

    Department of Electrical and Computer Engineering (ECE), University of Central Florida, Orlando, FL 32816, USA