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"

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Title
InterpDetect: Interpretable Signals for Detecting Hallucinations in Retrieval-Augmented Generation Likun Tan Kuan-Wei Huang Joy Shi Kevin Wu 12 0 0 24 Oct 2025
SBASH: a Framework for Designing and Evaluating RAG vs. Prompt-Tuned LLM Honeypots Adetayo Adebimpe Helmut Neukirchen Thomas Welsh 12 0 0 24 Oct 2025
ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling Shuyuan Zhang Chenhan Jiang Zuoou Li Jiankang Deng 12 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 12 0 0 20 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 12 0 0 19 Oct 2025
FinSight: Towards Real-World Financial Deep Research Jiajie Jin Yuyao Zhang Yimeng Xu Hongjin Qian Yutao Zhu Zhicheng Dou AIFin 42 1 0 19 Oct 2025
On Pretraining for Project-Level Code Completion Maksim Sapronov Evgeniy Glukhov 16 2 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 12 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 15 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 0 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 8 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 24 0 0 08 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 20 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 20 1 0 06 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 16 1 0 06 Oct 2025
Retrieval-Augmented Code Generation: A Survey with Focus on Repository-Level Approaches Yicheng Tao Yao Qin Yepang Liu 47 0 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 32 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 37 1 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 24 2 0 01 Oct 2025
Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models Shutong Wu Jiawei Zhang DiffM 25 0 0 30 Sep 2025
Evaluating SAP Joule for Code Generation Joshua Heisler Johannes Reisinger Andreas Fischer ELM 12 0 0 29 Sep 2025
Intra-request branch orchestration for efficient LLM reasoning Weifan Jiang Rana Shahout Yilun Du Michael Mitzenmacher Minlan Yu LRM 4 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 19 0 0 29 Sep 2025
Library Hallucinations in LLMs: Risk Analysis Grounded in Developer Queries Lukas Twist Jie M. Zhang Mark Harman Helen Yannakoudakis 32 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 77 4 0 24 Sep 2025
PEPS: Quantum-Inspired Reinforcement Learning for Coherent Reasoning Traces in LLMs Venkat Margapuri Garik Kazanjian Naren Kosaraju ReLM LRM 71 0 0 24 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 44 1 0 16 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 112 6 0 16 Sep 2025
Evaluating Large Language Models for Functional and Maintainable Code in Industrial Settings: A Case Study at ASML Yash Mundhra Max Valk Maliheh Izadi ELM 32 0 0 15 Sep 2025
Large Language Models for Security Operations Centers: A Comprehensive Survey Ali Habibzadeh Farid Feyzi Reza Ebrahimi Atani 71 0 0 13 Sep 2025
Testing chatbots on the creation of encoders for audio conditioned image generation Jorge E. León Miguel Carrasco 52 0 0 09 Sep 2025
RL Fine-Tuning Heals OOD Forgetting in SFT Hangzhan Jin Sitao Luan Sicheng Lyu Guillaume Rabusseau Reihaneh Rabbany Doina Precup Mohammad Hamdaqa CLL LRM 45 2 0 08 Sep 2025
LLM-Based Instance-Driven Heuristic Bias In the Context of a Biased Random Key Genetic Algorithm Camilo Chacón Sartori Martín Isla Pino Pedro Pinacho Davidson Christian Blum 32 0 0 05 Sep 2025
app.build: A Production Framework for Scaling Agentic Prompt-to-App Generation with Environment Scaffolding Evgenii Kniazev Arseny Kravchenko Igor Rekun James Broadhead Nikita Shamgunov Pranav Sah Pratik Nichite Ivan Yamshchikov LLMAG 20 0 0 03 Sep 2025
When LLM Meets Time Series: Can LLMs Perform Multi-Step Time Series Reasoning and Inference Wen Ye Jinbo Liu Defu Cao Wei Yang Yan Liu AI4TS 24 0 0 01 Sep 2025
SHERPA: A Model-Driven Framework for Large Language Model Execution Boqi Chen Kua Chen José Antonio Hernández López Gunter Mussbacher Dániel Varró Amir Feizpour LRM 60 0 0 29 Aug 2025
Disabling Self-Correction in Retrieval-Augmented Generation via Stealthy Retriever Poisoning Yanbo Dai Zhenlan Ji Zongjie Li Kuan Li Shuai Wang SILM AAML KELM 69 1 0 27 Aug 2025
Boardwalk: Towards a Framework for Creating Board Games with LLMs Álvaro Guglielmin Becker Gabriel Bauer de Oliveira Lana Bertoldo Rossato Anderson Rocha Tavares 40 0 0 22 Aug 2025
RL Is Neither a Panacea Nor a Mirage: Understanding Supervised vs. Reinforcement Learning Fine-Tuning for LLMs Hangzhan Jin Sicheng Lv Sifan Wu Mohammad Hamdaqa 40 1 0 22 Aug 2025
HyperFlexis: Joint Design of Algorithms and Systems for Multi-SLO Serving and Fast Scaling Zahra Yousefijamarani Xinglu Wang Qian Wang Morgan Lindsay Heisler Taha Shabani ... Xiaolong Bai Jiannan Wang Ying Xiong Yong Zhang Zhenan Fan 48 0 0 21 Aug 2025
Data Auctions for Retrieval Augmented Generation Minbiao Han Seyed A. Esmaeili Michael Albert Haifeng Xu 36 0 0 21 Aug 2025
Measuring LLM Code Generation Stability via Structural Entropy Yewei Song Tiezhu Sun Xunzhu Tang Prateek Rajput Tegawende F. Bissyande Jacques Klein 28 0 0 19 Aug 2025
LibRec: Benchmarking Retrieval-Augmented LLMs for Library Migration Recommendations Junxiao Han Yarong Wang Xiaodong Gu Cuiyun Gao Yao Wan Song Han David Lo Shuiguang Deng 32 0 0 13 Aug 2025
Constrained Decoding of Diffusion LLMs with Context-Free Grammars Niels Mündler Jasper Dekoninck Martin Vechev 48 2 0 13 Aug 2025
LL3M: Large Language 3D Modelers Sining Lu Guan Chen Nam Anh Dinh Itai Lang Ari Holtzman Rana Hanocka AI4CE 52 1 0 11 Aug 2025
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Philipp Eibl Sadra Sabouri Souti Chattopadhyay ELM 76 1 0 11 Aug 2025
Schema Lineage Extraction at Scale: Multilingual Pipelines, Composite Evaluation, and Language-Model Benchmarks Jiaqi Yin Yi-Wei Chen Meng-Lung Lee Xiya Liu AI4TS 24 0 0 10 Aug 2025
Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models Guilherme Seidyo Imai Aldeia Daniel S. Herman William La Cava 32 0 0 07 Aug 2025
Klear-CodeTest: Scalable Test Case Generation for Code Reinforcement Learning Jia-Yi Fu Xinyu Yang Hongzhi Zhang Yahui Liu Jingyuan Zhang Qi Wang Fuzheng Zhang Guorui Zhou ELM 76 1 0 07 Aug 2025
Embedding Alignment in Code Generation for Audio Sam Kouteili Hiren Madhu George Typaldos Mark Santolucito 24 0 0 07 Aug 2025

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A Survey on Large Language Models for Code Generation

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