A Survey on Large Language Models for Code Generation

1 June 2024

Fan Wang

Papers citing "A Survey on Large Language Models for Code Generation"

50 / 213 papers shown

Title
LLM-Driven Kernel Evolution: Automating Driver Updates in Linux Arina Kharlamova Jiawen Liu Tianyi Zhang Xinrui Yang Humaid Alqasimi Youcheng Sun Chun Jason Xue 12 0 0 24 Nov 2025
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence J. Yang Wei Emma Zhang Shark Liu J. Wu Shawn Guo ... Zizheng Zhan Jiajun Zhang Jie Zhang Zhaoxiang Zhang Bo Zheng LLMAG ALM ELM 226 0 0 23 Nov 2025
Clinician-Directed Large Language Model Software Generation for Therapeutic Interventions in Physical Rehabilitation Edward J. Kim Yuri Cho Jose Eduardo E. Lima Julie Muccini Jenelle Jindal ... Wiktor Rajca Cathra Halabi Maarten Lansberg Bjoern Hartmann Sanjit A. Seshia LM&MA 69 0 0 23 Nov 2025
NALA_MAINZ at BLP-2025 Task 2: A Multi-agent Approach for Bangla Instruction to Python Code Generation Hossain Shaikh Saadi Faria Alam Mario Sanz-Guerrero Minh Duc Bui Manuel Mager Katharina von der Wense 21 0 0 20 Nov 2025
MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram Generation Basel Shbita Farhan Ahmed Chad DeLuca 21 0 0 18 Nov 2025
Semantic Document Derendering: SVG Reconstruction via Vision-Language Modeling Adam Hazimeh Ke Wang Mark Collier Gilles Baechler E. Kokiopoulou Pascal Frossard DiffM 99 0 0 17 Nov 2025
EARL: Entropy-Aware RL Alignment of LLMs for Reliable RTL Code Generation Jiahe Shi Zhengqi Gao Ching-Yun Ko Duane S. Boning 77 0 0 15 Nov 2025
InData: Towards Secure Multi-Step, Tool-Based Data Analysis Karthikeyan K Raghuveer Thirukovalluru Bhuwan Dhingra David Edwin Carlson SyDa 28 0 0 14 Nov 2025
SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations Eric Xie Danielle Waterfield Michael Kennedy Aidong Zhang LLMAG 64 0 0 12 Nov 2025
LLM-Powered Fully Automated Chaos Engineering: Towards Enabling Anyone to Build Resilient Software Systems at Low CostMachine Learning for Biomedical Imaging (MLBI), 2025 Daisuke Kikuta Hiroki Ikeuchi Kengo Tajiri 41 0 0 11 Nov 2025
Analyzing Political Text at Scale with Online Tensor LDA Sara Kangaslahti Danny Ebanks Jean Kossaifi Anqi Liu R. Alvarez A. Anandkumar 32 0 0 11 Nov 2025
Assertion-Aware Test Code Summarization with Large Language Models Anamul Haque Mollah Ahmed Aljohani Hyunsook Do 20 0 0 09 Nov 2025
An Empirical Study of Reasoning Steps in Thinking Code LLMs Haoran Xue Gias Uddin Song Wang LRM 32 0 0 08 Nov 2025
PEFA-AI: Advancing Open-source LLMs for RTL generation using Progressive Error Feedback Agentic-AI Athma Narayanan Mahesh Subedar Omesh Tickoo 43 0 0 06 Nov 2025
The Future of Generative AI in Software Engineering: A Vision from Industry and Academia in the European GENIUS Project Robin Gröpler Steffen Klepke Jack Johns Andreas Dreschinski Klaus Schmid ... Johannes Viehmann Selin Şirin Aslangül Beum Seuk Lee Adam Ziolkowski Eric Zie 67 0 0 03 Nov 2025
DTS: Enhancing Large Reasoning Models via Decoding Tree Sketching Zicheng Xu G. Wang Yu-Neng Chuang Guangyao Zheng A. Szalay Zirui Liu Vladimir Braverman LRM AI4CE 56 0 0 01 Nov 2025
Reasoning Planning for Language Models Bao Nguyen Hieu Trung Nguyen Ruifeng She Xiaojin Fu V. Nguyen ReLM LRM 367 0 0 01 Nov 2025
On Selecting Few-Shot Examples for LLM-based Code Vulnerability Detection Md Abdul Hannan Ronghao Ni Chi Zhang Limin Jia Ravi Mangal Corina S. Pasareanu 68 0 0 31 Oct 2025
Beyond Synthetic Benchmarks: Evaluating LLM Performance on Real-World Class-Level Code Generation Musfiqur Rahman SayedHassan Khatoonabadi Emad Shihab ELM 239 0 0 30 Oct 2025
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning Yihe Deng I-Hung Hsu Jun Yan Zifeng Wang Rujun Han Gufeng Zhang Yanfei Chen Wei Wang Tomas Pfister Chen-Yu Lee LRM 93 1 0 29 Oct 2025
Software Engineering Agents for Embodied Controller Generation : A Study in Minigrid Environments Timothé Boulet X. Hinaut Clément Moulin-Frier 52 0 0 24 Oct 2025
InterpDetect: Interpretable Signals for Detecting Hallucinations in Retrieval-Augmented Generation Likun Tan Kuan-Wei Huang Joy Shi Kevin Wu 76 0 0 24 Oct 2025
SBASH: a Framework for Designing and Evaluating RAG vs. Prompt-Tuned LLM Honeypots Adetayo Adebimpe Helmut Neukirchen Thomas Welsh 52 0 0 24 Oct 2025
CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization Zijian Zhang Rong Wang Shiyang Li Yuebo Luo Mingyi Hong Caiwen Ding 76 0 0 23 Oct 2025
ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling Shuyuan Zhang Chenhan Jiang Zuoou Li Jiankang Deng 68 0 0 20 Oct 2025
Reasoning Distillation and Structural Alignment for Improved Code Generation Amir Jalilifard Anderson de Rezende Rocha Marcos Medeiros Raimundo OffRL LRM 64 0 0 20 Oct 2025
FinSight: Towards Real-World Financial Deep Research Jiajie Jin Yuyao Zhang Yimeng Xu Hongjin Qian Yutao Zhu Zhicheng Dou AIFin 114 1 0 19 Oct 2025
Tutoring LLM into a Better CUDA OptimizerEuropean Conference on Parallel Processing (Euro-Par), 2025 Matyáš Brabec Jiří Klepl Michal Töpfer Martin Kruliš LLMAG 36 0 0 19 Oct 2025
On Pretraining for Project-Level Code Completion Maksim Sapronov Evgeniy Glukhov 93 5 0 15 Oct 2025
A Comprehensive Survey on Benchmarks and Solutions in Software Engineering of LLM-Empowered Agentic System Jiale Guo Wei Ji Mei Li Dong Huang Xingsheng Chen ... Zhijiang Guo Han Yu Siu-Ming Yiu Christian S. Jensen Pietro Lio 145 0 0 10 Oct 2025
InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation Qiaosheng Chen Y. Liu Lei Li Kai Chen Q. Guo Gong Cheng Fei Yuan ELM 88 0 0 10 Oct 2025
From Defender to Devil? Unintended Risk Interactions Induced by LLM Defenses Xiangtao Meng Tianshuo Cong Li Wang Wenyu Chen Zheng Li Shanqing Guo Xiaoyun Wang AAML 64 1 0 09 Oct 2025
RCPU: Rotation-Constrained Error Compensation for Structured Pruning of a Large Language Model Shuichiro Haruta Kazunori Matsumoto Zhi Li Yanan Wang Mori Kurokawa 62 0 0 09 Oct 2025
Accelerating Diffusion LLM Inference via Local Determinism Propagation Fanheng Kong Jingyuan Zhang Yahui Liu Zirui Wu Yu Tian Victoria A. Webster-Wood Guorui Zhou AI4CE 97 0 0 08 Oct 2025
A Lightweight Large Language Model-Based Multi-Agent System for 2D Frame Structural Analysis Ziheng Geng Jiachen Liu Ran Cao Lu Cheng Haifeng Wang Minghui Cheng LLMAG AI4CE 89 1 0 06 Oct 2025
Retrieval-Augmented Code Generation: A Survey with Focus on Repository-Level Approaches Yicheng Tao Yao Qin Yepang Liu 113 1 0 06 Oct 2025
More Than Meets the Eye? Uncovering the Reasoning-Planning Disconnect in Training Vision-Language Driving Models Xurui Song Shuo Huai Jingjing Jiang Jiayi Kong Jun Luo LRM 68 0 0 06 Oct 2025
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs Wonjun Kang Kevin Galim Seunghyuk Oh M Lee Yuchen Zeng ... Coleman Hooper Yuezhou Hu H. Koo N. Cho Kangwook Lee 108 3 0 06 Oct 2025
Zephyrus: An Agentic Framework for Weather Science Sumanth Varambally Marshall Fisher Jas Thakker Yiwei Chen Zhirui Xia ... Salva Rühling Cachay Taylor Berg-Kirkpatrick Duncan Watson-Parris Yi-An Ma Rose Yu LLMAG 88 0 0 05 Oct 2025
Plan Then Action:High-Level Planning Guidance Reinforcement Learning for LLM Reasoning Zhihao Dou Qinjian Zhao Zhongwei Wan Dinggen Zhang Weida Wang ... Qingtao Pan Yang Ouyang Zhiqiang Gao Shufei Zhang Sumon Biswas LLMAG LRM 119 2 0 02 Oct 2025
Large Reasoning Models Learn Better Alignment from Flawed Thinking ShengYun Peng Eric Michael Smith Ivan Evtimov Song Jiang Pin-Yu Chen Hongyuan Zhan Haozhu Wang Duen Horng Chau Mahesh Pasupuleti Jianfeng Chi OffRL LRM 92 2 0 01 Oct 2025
Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models Shutong Wu Jiawei Zhang DiffM 219 0 0 30 Sep 2025
Evaluating SAP Joule for Code Generation Joshua Heisler Johannes Reisinger Andreas Fischer ELM 52 0 0 29 Sep 2025
Experience-Guided Reflective Co-Evolution of Prompts and Heuristics for Automatic Algorithm Design Y. Liu Junyi Li Wayne Xin Zhao Hongyu Lu Ji-Rong Wen 78 0 0 29 Sep 2025
Intra-request branch orchestration for efficient LLM reasoning Weifan Jiang Rana Shahout Yilun Du Michael Mitzenmacher Minlan Yu LRM 64 0 0 29 Sep 2025
Library Hallucinations in LLMs: Risk Analysis Grounded in Developer Queries Lukas Twist Jie M. Zhang Mark Harman Helen Yannakoudakis 85 0 0 26 Sep 2025
Video models are zero-shot learners and reasoners Thaddäus Wiedemer Yuxuan Li Paul Vicol Shixiang Shane Gu Nick Matarese Kevin Swersky Been Kim P. Jaini Robert Geirhos VLM LRM 152 16 0 24 Sep 2025
PEPS: Quantum-Inspired Reinforcement Learning for Coherent Reasoning Traces in LLMs Venkat Margapuri Garik Kazanjian Naren Kosaraju ReLM LRM 98 0 0 24 Sep 2025
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research Zijian Li Xin Guan Bo Zhang Shen Huang Houquan Zhou ... Yong Jiang Pengjun Xie Fei Huang Jun Zhang Jingren Zhou 184 8 0 16 Sep 2025
FastMTP: Accelerating LLM Inference with Enhanced Multi-Token Prediction Yuxuan Cai Xiaozhuan Liang X. Wang Jin Ma Haijin Liang Jinwen Luo Xinyu Zuo Lisheng Duan Yuyang Yin Xi Chen 85 1 0 16 Sep 2025