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
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 8 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 20 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 33 0 0 27 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 20 0 0 22 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 28 0 0 22 Aug 2025
Data Auctions for Retrieval Augmented Generation Minbiao Han Seyed A. Esmaeili Michael Albert Haifeng Xu 24 0 0 21 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 20 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 16 0 0 19 Aug 2025
Constrained Decoding of Diffusion LLMs with Context-Free Grammars Niels Mündler Jasper Dekoninck Martin Vechev 20 1 0 13 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 20 0 0 13 Aug 2025
LL3M: Large Language 3D Modelers Sining Lu Guan Chen Nam Anh Dinh Itai Lang Ari Holtzman Rana Hanocka AI4CE 20 0 0 11 Aug 2025
Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Philipp Eibl Sadra Sabouri Souti Chattopadhyay ELM 44 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 20 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 20 0 0 07 Aug 2025
Forgetting: A New Mechanism Towards Better Large Language Model Fine-tuning Ali Taheri Ghahrizjani Alireza Taban Qizhou Wang Shanshan Ye Tongliang Liu Tongliang Liu CLL MU 89 0 0 06 Aug 2025
Tool-integrated Reinforcement Learning for Repo Deep Search Zexiong Ma Chao Peng Qunhong Zeng Pengfei Gao Yanzhen Zou Bing Xie 40 0 0 05 Aug 2025
Meta-RAG on Large Codebases Using Code Summarization Vali Tawosia Salwa Alamir Xiaomo Liu Manuela Veloso LLMAG 28 0 0 04 Aug 2025
Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents Yuhan Guo Cong Guo Aiwen Sun Hongliang He Xinyu Yang ... Jiang Duan Yijia Xiao Liangjian Wen Hai-Ming Xu Yong Dai LRM 50 0 0 03 Aug 2025
Vibe Coding as a Reconfiguration of Intent Mediation in Software Development: Definition, Implications, and Research Agenda Christian Meske Tobias Hermanns Esther von der Weiden Kai-Uwe Loser Thorsten Berger 39 3 0 29 Jul 2025
LLMs-guided adaptive compensator: Bringing Adaptivity to Automatic Control Systems with Large Language Models Zhongchao Zhou Yuxi Lu Yaonan Zhu Yifan Zhao Bin He Liang He Wenwen Yu Yusuke Iwasawa AI4CE 28 0 0 28 Jul 2025
Compositional Coordination for Multi-Robot Teams with Large Language Models Zhehui Huang Guangyao Shi Yuwei Wu Vijay Kumar Gaurav Sukhatme LM&Ro 102 0 0 21 Jul 2025
Uncovering Intention through LLM-Driven Code Snippet Description Generation Yusuf Sulistyo Nugroho Farah Danisha Salam Brittany Reid R. Kula Kazumasa Shimari Kenichi Matsumoto 71 0 0 18 Jun 2025
Automatic Qiskit Code Refactoring Using Large Language Models José Manuel Suárez Luís Mariano Bibbó Joaquín Bogado Alejandro Fernandez 57 1 0 17 Jun 2025
Foundation Models in Autonomous Driving: A Survey on Scenario Generation and Scenario Analysis Yuan Gao Mattia Piccinini Yuchen Zhang Dingrui Wang Korbinian Moller ... Steven Peters Andrea Stocco Bassam Alrifaee Marco Pavone Johannes Betz 91 2 0 13 Jun 2025
On the Ethics of Using LLMs for Offensive Security A. Happe Jürgen Cito 58 1 0 10 Jun 2025
Chain-of-Code Collapse: Reasoning Failures in LLMs via Adversarial Prompting in Code Generation Jaechul Roh Varun Gandhi Shivani Anilkumar Arin Garg AAML ReLM LRM 91 1 0 08 Jun 2025
Can LLMs Generate Reliable Test Case Generators? A Study on Competition-Level Programming Problems Yuhan Cao Z. Chen Kun Quan Ziliang Zhang Yu Wang ... Shouchen Zhou Yuxiang Zhu Yiming Huang Tian Xie Tianxing He ELM LRM 124 1 0 07 Jun 2025
CP-Bench: Evaluating Large Language Models for Constraint Modelling Kostis Michailidis Dimos Tsouros Tias Guns 151 2 0 06 Jun 2025
PuzzleWorld: A Benchmark for Multimodal, Open-Ended Reasoning in Puzzlehunts Hengzhi Li Brendon Jiang Alexander Naehu Regan Song Justin Zhang ... Steven-Shine Chen Adithya Balachandran Wei Dai Rebecca Chang Paul Pu Liang ReLM LRM 106 0 0 06 Jun 2025
Rethinking the effects of data contamination in Code Intelligence Zhen Yang Hongyi Lin Yifan He Jie Xu Zeyu Sun Shuo Liu P. Wang Zhongxing Yu Qingyuan Liang 101 1 0 03 Jun 2025
Evaluation of LLMs for mathematical problem solving Ruonan Wang Runxi Wang Yunwen Shen Chengfeng Wu Qinglin Zhou Rohitash Chandra ELM LRM 138 1 0 30 May 2025
Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization Mingzhe Du Luu Tuan Tuan Yue Liu Yuhao Qing Dong Huang Xinyi He Qian Liu Zejun Ma See-Kiong Ng 138 2 0 29 May 2025
Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization Yiding Shi Jianan Zhou Wen Song Jieyi Bi Yaoxin Wu Jie Zhang 140 1 0 27 May 2025
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement Bingguang Hao Maolin Wang Zengzhuang Xu Cunyin Peng Yicheng Chen Xiangyu Zhao Jinjie Gu Chenyi Zhuang ReLM LRM 174 1 0 26 May 2025
Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects Yixin Cui Haotian Lin Shuo Yang Yixiao Wang Yanjun Huang Hong Chen LM&Ro LRM ELM 185 3 0 26 May 2025
Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning Ming Yin Yuanhao Qu Dyllan Liu Ling Yang Le Cong 91 2 0 26 May 2025
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI Ranjan Sapkota Konstantinos I. Roumeliotis Manoj Karkee 175 7 0 26 May 2025
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers Zhengliang Shi Lingyong Yan Dawei Yin Suzan Verberne Maarten de Rijke Zhaochun Ren LRM 173 3 0 26 May 2025
RECAST: Strengthening LLMs' Complex Instruction Following with Constraint-Verifiable Data Wenhao Liu Wenhao Liu Mingchen Xie Jingwen Xu Zisu Huang ... Changze Lv He-Da Wang Hu Yao Xiaoqing Zheng Qi Zhang 260 1 0 25 May 2025
LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-Tuning Junyu Chen Junzhuo Li Zhen Peng Wenjie Wang Yuxiang Ren Long Shi Xuming Hu MQ 76 0 0 24 May 2025
Navigating Pitfalls: Evaluating LLMs in Machine Learning Programming Education Smitha Kumar M. Lones Manuel Maarek Hind Zantout 67 0 0 23 May 2025
Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery Yanbo Zhang S. Khan Adnan Mahmud Huck Yang Alexander Lavin ... James A. Evans Alan R. Bundy Jannis Brugger Jesper Tegner Hector Zenil LM&MA 165 1 0 22 May 2025
HybridProver: Augmenting Theorem Proving with LLM-Driven Proof Synthesis and Refinement Jilin Hu Jianyu Zhang Yongwang Zhao Talia Ringer 88 1 0 21 May 2025
From Reasoning to Code: GRPO Optimization for Underrepresented Languages Federico Pennino Bianca Raimondi Massimo Rondelli Andrea Gurioli Maurizio Gabbrielli LRM 94 1 0 20 May 2025
Knowledge Graph Based Repository-Level Code Generation Mihir Athale Vishal Vaddina 89 0 0 20 May 2025
Truth Neurons Haohang Li Yupeng Cao Yangyang Yu Jordan W. Suchow Zining Zhu HILM MILM KELM 130 0 0 18 May 2025
NeuroGen: Neural Network Parameter Generation via Large Language Models Jiaqi Wang Yusen Zhang Xi Li 153 0 0 18 May 2025
Group-in-Group Policy Optimization for LLM Agent Training Lang Feng Zhenghai Xue Tingcong Liu Bo An OffRL 288 17 0 16 May 2025
Guiding LLM-based Smart Contract Generation with Finite State Machine Hao Luo Yuhao Lin Xiao Yan Xintong Hu Yanjie Wang Qiming Zeng Hao Wang Jiawei Jiang 87 2 0 13 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 217 0 0 07 May 2025