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A Survey on Large Language Models for Code Generation

A Survey on Large Language Models for Code Generation

1 June 2024
Juyong Jiang
Fan Wang
Jiasi Shen
Sungju Kim
Sunghun Kim
ArXiv (abs)PDFHTML

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

50 / 225 papers shown
Chain-of-Code Collapse: Reasoning Failures in LLMs via Adversarial Prompting in Code Generation
Chain-of-Code Collapse: Reasoning Failures in LLMs via Adversarial Prompting in Code Generation
Jaechul Roh
Varun Gandhi
Shivani Anilkumar
Arin Garg
AAMLReLMLRM
164
0
0
08 Jun 2025
Can LLMs Generate Reliable Test Case Generators? A Study on Competition-Level Programming Problems
Can LLMs Generate Reliable Test Case Generators? A Study on Competition-Level Programming Problems
Yuhan Cao
Z. Chen
Kun Quan
Ziliang Zhang
Yu Wang
...
Can Zheng
Shouchen Zhou
Yuxiang Zhu
Yiming Huang
Tian Xie
ELMLRM
266
3
0
07 Jun 2025
PuzzleWorld: A Benchmark for Multimodal, Open-Ended Reasoning in Puzzlehunts
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
ReLMLRM
208
1
0
06 Jun 2025
DCP-Bench-Open: Evaluating LLMs for Constraint Modelling of Discrete Combinatorial Problems
DCP-Bench-Open: Evaluating LLMs for Constraint Modelling of Discrete Combinatorial Problems
Kostis Michailidis
Dimos Tsouros
Tias Guns
283
6
0
06 Jun 2025
Rethinking the effects of data contamination in Code Intelligence
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
292
3
0
03 Jun 2025
Evaluation of LLMs for mathematical problem solving
Evaluation of LLMs for mathematical problem solving
Ruonan Wang
Runxi Wang
Yunwen Shen
Chengfeng Wu
Qinglin Zhou
Rohitash Chandra
ELMLRM
400
2
0
30 May 2025
Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization
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
330
6
0
29 May 2025
Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization
Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization
Yiding Shi
Jianan Zhou
Wen Song
Jieyi Bi
Yaoxin Wu
Jie Zhang
231
6
0
27 May 2025
Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning
Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning
Ming Yin
Yuanhao Qu
Dyllan Liu
Ling Yang
Le Cong
191
0
0
26 May 2025
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
Zhengliang Shi
Lingyong Yan
Dawei Yin
Suzan Verberne
Maarten de Rijke
Zhaochun Ren
LRM
284
6
0
26 May 2025
Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects
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&RoLRMELM
367
6
0
26 May 2025
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement
Bingguang Hao
Xinjian Zhao
Zengzhuang Xu
Y. Wen
Yicheng Chen
...
D. Wang
Xiangyu Zhao
Jinjie Gu
Chenyi Zhuang
Ji Zhang
ReLMLRM
284
5
0
26 May 2025
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI
Ranjan Sapkota
Konstantinos I. Roumeliotis
Manoj Karkee
391
26
0
26 May 2025
RECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data
RECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data
Wenhao Liu
Wenhao Liu
Mingchen Xie
Jingwen Xu
Zisu Huang
...
Changze Lv
He-Da Wang
Qi Zhang
Xiaoqing Zheng
Xuanjing Huang
484
1
0
25 May 2025
LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-Tuning
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
265
1
0
24 May 2025
Navigating Pitfalls: Evaluating LLMs in Machine Learning Programming Education
Navigating Pitfalls: Evaluating LLMs in Machine Learning Programming Education
Smitha Kumar
M. Lones
Manuel Maarek
Hind Zantout
233
0
0
23 May 2025
Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery
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
405
6
0
22 May 2025
HybridProver: Augmenting Theorem Proving with LLM-Driven Proof Synthesis and Refinement
HybridProver: Augmenting Theorem Proving with LLM-Driven Proof Synthesis and Refinement
Jilin Hu
Jianyu Zhang
Yongwang Zhao
Talia Ringer
164
3
0
21 May 2025
From Reasoning to Code: GRPO Optimization for Underrepresented Languages
From Reasoning to Code: GRPO Optimization for Underrepresented Languages
Federico Pennino
Bianca Raimondi
Massimo Rondelli
Andrea Gurioli
Maurizio Gabbrielli
LRM
183
5
0
20 May 2025
Knowledge Graph Based Repository-Level Code Generation
Knowledge Graph Based Repository-Level Code Generation
Mihir Athale
Vishal Vaddina
225
2
0
20 May 2025
NeuroGen: Neural Network Parameter Generation via Large Language Models
NeuroGen: Neural Network Parameter Generation via Large Language Models
Jiaqi Wang
Yusen Zhang
Xi Li
432
0
0
18 May 2025
Truth Neurons
Truth Neurons
Haohang Li
Yun Feng
Yangyang Yu
Jordan W. Suchow
Zining Zhu
HILMMILMKELM
463
1
0
18 May 2025
Group-in-Group Policy Optimization for LLM Agent Training
Group-in-Group Policy Optimization for LLM Agent Training
Lang Feng
Zhenghai Xue
Tingcong Liu
Bo An
OffRL
693
2
0
16 May 2025
Guiding LLM-based Smart Contract Generation with Finite State Machine
Guiding LLM-based Smart Contract Generation with Finite State MachineInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Hao Luo
Yuhao Lin
Xiao Yan
Xintong Hu
Yanjie Wang
Qiming Zeng
Hao Wang
Jiawei Jiang
255
4
0
13 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows
Wenhao Li
Bo Jin
Mingyi Hong
Changhong Lu
Xiangfeng Wang
440
0
0
07 May 2025
YABLoCo: Yet Another Benchmark for Long Context Code Generation
YABLoCo: Yet Another Benchmark for Long Context Code Generation
Aidar Valeev
Roman Garaev
Vadim Lomshakov
Irina Piontkovskaya
Vladimir Ivanov
Israel Adewuyi
208
3
0
07 May 2025
MARCO: Multi-Agent Code Optimization with Real-Time Knowledge Integration for High-Performance Computing
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
442
0
0
06 May 2025
Assessing LLM code generation quality through path planning tasks
Assessing LLM code generation quality through path planning tasks
Wanyi Chen
Meng-Wen Su
Mary L. Cummings
ELM
212
1
0
30 Apr 2025
ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning
ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning
Jingyang Yi
Jiazheng Wang
Sida Li
ReLMOODDLRM
1.1K
37
0
30 Apr 2025
CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation
CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation
Sizhe Wang
Liang Luo
Dongsheng Ma
Yongan Yu
Rui Ling
Hui Yuan
Feiyu Xiong
Weinan Zhang
LRM
575
2
0
30 Apr 2025
JITServe: SLO-aware LLM Serving with Imprecise Request Information
JITServe: SLO-aware LLM Serving with Imprecise Request Information
Wei Zhang
Zhiyu Wu
Yi Mu
Banruo Liu
Myungjin Lee
Fan Lai
Myungjin Lee
Fan Lai
389
8
0
24 Apr 2025
On Developers' Self-Declaration of AI-Generated Code: An Analysis of Practices
On Developers' Self-Declaration of AI-Generated Code: An Analysis of PracticesACM Transactions on Software Engineering and Methodology (TOSEM), 2025
Syed Mohammad Kashif
Peng Liang
Amjed Tahir
339
3
0
23 Apr 2025
A Large-scale Class-level Benchmark Dataset for Code Generation with LLMs
A Large-scale Class-level Benchmark Dataset for Code Generation with LLMs
Musfiqur Rahman
SayedHassan Khatoonabadi
Emad Shihab
ALM
272
2
0
22 Apr 2025
Advancing AI-assisted Hardware Design with Hierarchical Decentralized Training and Personalized Inference-Time Optimization
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
262
0
0
21 Apr 2025
Trust, but verify
Trust, but verify
M. J. Yuan
Carlos Campoy
Sydney Lai
James Snewin
Ju Long
119
0
0
18 Apr 2025
CodeVisionary: An Agent-based Framework for Evaluating Large Language Models in Code Generation
CodeVisionary: An Agent-based Framework for Evaluating Large Language Models in Code Generation
Xinchen Wang
Pengfei Gao
Chao Peng
Ruida Hu
Cuiyun Gao
ELM
387
8
0
18 Apr 2025
Trajectory Adaptation using Large Language Models
Trajectory Adaptation using Large Language Models
Anurag Maurya
Tashmoy Ghosh
Ravi Prakash
142
0
0
17 Apr 2025
Themisto: Jupyter-Based Runtime Benchmark
Themisto: Jupyter-Based Runtime Benchmark
Konstantin Grotov
Sergey Titov
LRM
208
1
0
16 Apr 2025
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models?
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models?
Christophe El Zeinaty
W. Hamidouche
Glenn Herrou
D. Ménard
Merouane Debbah
290
3
0
13 Apr 2025
A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions
A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions
Chengyu Wang
Taolin Zhang
Richang Hong
Jun Huang
ReLMLRM
314
4
0
12 Apr 2025
SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting
SpecEE: Accelerating Large Language Model Inference with Speculative Early ExitingInternational Symposium on Computer Architecture (ISCA), 2025
Jiaming Xu
Jiayi Pan
Yongkang Zhou
Siming Chen
Jiajian Li
Yaoxiu Lian
Junyi Wu
Guohao Dai
LRM
303
8
0
11 Apr 2025
Out of Style: RAG's Fragility to Linguistic Variation
Out of Style: RAG's Fragility to Linguistic Variation
Tianyu Cao
Neel Bhandari
Akhila Yerukola
Akari Asai
Maarten Sap
373
6
0
11 Apr 2025
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data SynthesisAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Xin Gao
Qizhi Pei
Zinan Tang
Yongqian Li
Honglin Lin
Jiang Wu
Conghui He
Lijun Wu
SyDa
336
6
0
11 Apr 2025
Supervised Optimism Correction: Be Confident When LLMs Are Sure
Supervised Optimism Correction: Be Confident When LLMs Are SureAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Jing Zhang
Rushuai Yang
Shunyu Liu
Ting-En Lin
Fei Huang
Yi Chen
Yongqian Li
Dacheng Tao
OffRL
296
4
0
10 Apr 2025
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation
Jinyang Li
Sangwon Hyun
Muhammad Ali Babar
195
2
0
06 Apr 2025
Semantic Direct Modeling
Semantic Direct Modeling
Qiang Zou
Shuo Liu
3DV
229
0
0
05 Apr 2025
Recursive Training Loops in LLMs: How training data properties modulate distribution shift in generated data?
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
535
1
0
04 Apr 2025
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks
Yusen Wu
Junwu Xiong
Xiaotie Deng
LLMAG
332
1
0
04 Apr 2025
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
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
294
50
0
03 Apr 2025
FlowKV: A Disaggregated Inference Framework with Low-Latency KV Cache Transfer and Load-Aware Scheduling
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
252
6
0
03 Apr 2025
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