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 / 152 papers shown

Title
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
YABLoCo: Yet Another Benchmark for Long Context Code Generation Aidar Valeev Roman Garaev Vadim Lomshakov Irina Piontkovskaya Vladimir Ivanov Israel Adewuyi 104 1 0 07 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 221 0 0 07 May 2025
MARCO: Multi-Agent Code Optimization with Real-Time Knowledge Integration for High-Performance Computing Asif Rahman Veljko Cvetkovic Kathleen Reece Aidan Walters Yasir Hassan Aneesh Tummeti Bryan Torres Denise Cooney Margaret Ellis Dimitrios S. Nikolopoulos LLMAG 189 2 0 06 May 2025
Assessing LLM code generation quality through path planning tasks Wanyi Chen Meng-Wen Su Mary L. Cummings ELM 125 0 0 30 Apr 2025
ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning Jingyang Yi Jiazheng Wang Sida Li ReLM OODD LRM 614 17 0 30 Apr 2025
CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation Sizhe Wang Peng Wang Dongsheng Ma Yongan Yu Rui Ling Hui Yuan Feiyu Xiong Weinan Zhang LRM 309 0 0 30 Apr 2025
Tempo: Application-aware LLM Serving with Mixed SLO Requirements Wei Zhang Zhiyu Wu Yi Mu Banruo Liu Myungjin Lee Fan Lai 185 4 0 24 Apr 2025
On Developers' Self-Declaration of AI-Generated Code: An Analysis of Practices Syed Mohammad Kashif Peng Liang Amjed Tahir 107 0 0 23 Apr 2025
A Large-scale Class-level Benchmark Dataset for Code Generation with LLMs Musfiqur Rahman SayedHassan Khatoonabadi Emad Shihab ALM 135 0 0 22 Apr 2025
Advancing AI-assisted Hardware Design with Hierarchical Decentralized Training and Personalized Inference-Time Optimization Hao Mark Chen Zehuan Zhang Wanru Zhao Nicholas D. Lane Hongxiang Fan 100 0 0 21 Apr 2025
CodeVisionary: An Agent-based Framework for Evaluating Large Language Models in Code Generation Xinchen Wang Pengfei Gao Chao Peng Ruida Hu Cuiyun Gao ELM 109 1 0 18 Apr 2025
Trust, but verify M. J. Yuan Carlos Campoy Sydney Lai James Snewin Ju Long 55 0 0 18 Apr 2025
Trajectory Adaptation using Large Language Models Anurag Maurya Tashmoy Ghosh Ravi Prakash 76 0 0 17 Apr 2025
Themisto: Jupyter-Based Runtime Benchmark Konstantin Grotov Sergey Titov LRM 88 0 0 16 Apr 2025
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models? Christophe El Zeinaty W. Hamidouche Glenn Herrou D. Ménard Merouane Debbah 117 3 0 13 Apr 2025
A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions Chengyu Wang Taolin Zhang Richang Hong Jun Huang ReLM LRM 145 2 0 12 Apr 2025
SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting Jiaming Xu Jiayi Pan Yongkang Zhou Siming Chen Jiajian Li Yaoxiu Lian Junyi Wu Guohao Dai LRM 106 2 0 11 Apr 2025
Out of Style: RAG's Fragility to Linguistic Variation Tianyu Cao Neel Bhandari Akhila Yerukola Akari Asai Maarten Sap 121 3 0 11 Apr 2025
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis Xin Gao Qizhi Pei Zinan Tang Yongqian Li Honglin Lin Jiang Wu Conghui He Lijun Wu SyDa 156 2 0 11 Apr 2025
Supervised Optimism Correction: Be Confident When LLMs Are Sure Jing Zhang Rushuai Yang Shunyu Liu Ting-En Lin Fei Huang Yi Chen Yongqian Li Dacheng Tao OffRL 136 0 0 10 Apr 2025
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation Jinyang Li Sangwon Hyun Muhammad Ali Babar 98 1 0 06 Apr 2025
Semantic Direct Modeling Qiang Zou Shuo Liu 3DV 132 0 0 05 Apr 2025
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks Yusen Wu Junwu Xiong Xiaotie Deng LLMAG 134 0 0 04 Apr 2025
Recursive Training Loops in LLMs: How training data properties modulate distribution shift in generated data? Grgur Kovač Jérémy Perez Rémy Portelas Peter Ford Dominey Pierre-Yves Oudeyer 162 1 0 04 Apr 2025
FlowKV: A Disaggregated Inference Framework with Low-Latency KV Cache Transfer and Load-Aware Scheduling Weiqing Li Guochao Jiang Xiangyong Ding Zhangcheng Tao Chuzhan Hao Chenfeng Xu Yuewei Zhang Hao Wang 113 2 0 03 Apr 2025
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving Daoguang Zan Zhirong Huang Wei Liu Hanwu Chen L. Zhang ... Jing Su Tianyu Liu Rui Long Kai Shen Liang Xiang 141 16 0 03 Apr 2025
Evolving Security in LLMs: A Study of Jailbreak Attacks and Defenses Zhengchun Shang Wenlan Wei AAML 119 4 0 02 Apr 2025
A Survey of Scaling in Large Language Model Reasoning Zihan Chen Song Wang Zhen Tan Xingbo Fu Zhenyu Lei Peng Wang Huan Liu Cong Shen Jundong Li LRM 317 3 0 02 Apr 2025
debug-gym: A Text-Based Environment for Interactive Debugging Xingdi Yuan Morgane M Moss Charbel El Feghali Chinmay Singh Darya Moldavskaya ... Lucas Caccia Matheus Pereira Minseon Kim Alessandro Sordoni Marc-Alexandre Côté LLMAG 176 2 0 27 Mar 2025
Prompt, Divide, and Conquer: Bypassing Large Language Model Safety Filters via Segmented and Distributed Prompt Processing Johan Wahréus Ahmed Mohamed Hussain P. Papadimitratos 160 2 0 27 Mar 2025
StarFlow: Generating Structured Workflow Outputs From Sketch Images Patrice Bechard Chao Wang Amirhossein Abaskohi Juan A. Rodriguez Christopher Pal David Vazquez Spandana Gella Sai Rajeswar Perouz Taslakian 137 0 0 27 Mar 2025
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning Sheng Wang Pengan Chen Jingqi Zhou Qintong Li Jingwei Dong Jiahui Gao Boyang Xue Jiyue Jiang Dianbo Sui Chuan Wu SyDa 167 0 0 21 Mar 2025
Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets Hamed Jelodar Mohammad Meymani Roozbeh Razavi-Far 126 4 0 21 Mar 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar Jinbao Xue Mengxin Zheng Qian Lou 171 5 0 15 Mar 2025
Large Language Models for Multi-Facility Location Mechanism Design Nguyen Thach Fei Liu Houyu Zhou Hau Chan 233 0 0 12 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 210 1 0 11 Mar 2025
RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code Dhruv Gautam Spandan Garg Jinu Jang Neel Sundaresan Roshanak Zilouchian Moghaddam LLMAG LRM 163 6 0 10 Mar 2025
Exploring LLM Agents for Cleaning Tabular Machine Learning Datasets Tommaso Bendinelli Artur Dox Christian Holz LLMAG 149 7 0 09 Mar 2025
PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset Haider Asif Abdul Basit Nouhaila Innan Muhammad Kashif Alberto Marchisio Muhammad Shafique Muhammad Shafique 237 7 0 04 Mar 2025
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers Zhuocheng Zhang Yang Feng Min Zhang 184 4 0 25 Feb 2025
Programming with Pixels: Computer-Use Meets Software Engineering Pranjal Aggarwal Sean Welleck 184 1 0 24 Feb 2025
CODESYNC: Synchronizing Large Language Models with Dynamic Code Evolution at Scale Chenlong Wang Zhaoyang Chu Zhengxiang Cheng Xuyi Yang Kaiyue Qiu Yao Wan Zhou Zhao Xuanhua Shi Benlin Liu ALM SyDa 160 1 0 23 Feb 2025
Beyond Trusting Trust: Multi-Model Validation for Robust Code Generation Bradley McDanel 97 0 0 22 Feb 2025
Mechanistic Understanding of Language Models in Syntactic Code Completion Samuel Miller Daking Rai Ziyu Yao LRM 93 0 0 20 Feb 2025
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models Haoyang Li Xuejia Chen Zhanchao Xu Darian Li Nicole Hu ... Yongbin Li Luyu Qiu C. Zhang Qing Li Lei Chen ELM LRM 181 2 0 16 Feb 2025
ShapeLib: Designing a library of programmatic 3D shape abstractions with Large Language Models R. K. Jones Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 102 0 0 13 Feb 2025
Improving Existing Optimization Algorithms with LLMs Camilo Chacón Sartori Christian Blum 104 3 0 12 Feb 2025
Can Large Language Models Understand Intermediate Representations in Compilers? Hailong Jiang Jianfeng Zhu Yao Wan B. Fang Hongyu Zhang Ruoming Jin Qiang Guan 170 1 0 07 Feb 2025
Towards Advancing Code Generation with Large Language Models: A Research Roadmap Haolin Jin Huaming Chen Qinghua Lu Liming Zhu LLMAG 166 3 0 20 Jan 2025