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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
Evolving Security in LLMs: A Study of Jailbreak Attacks and Defenses
Evolving Security in LLMs: A Study of Jailbreak Attacks and Defenses
Zhengchun Shang
Wenlan Wei
Weiheng Bai
AAML
491
7
0
02 Apr 2025
A Survey of Scaling in Large Language Model Reasoning
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
505
10
0
02 Apr 2025
Prompt, Divide, and Conquer: Bypassing Large Language Model Safety Filters via Segmented and Distributed Prompt Processing
Prompt, Divide, and Conquer: Bypassing Large Language Model Safety Filters via Segmented and Distributed Prompt Processing
Johan Wahréus
Ahmed Mohamed Hussain
P. Papadimitratos
299
5
0
27 Mar 2025
StarFlow: Generating Structured Workflow Outputs From Sketch Images
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
278
0
0
27 Mar 2025
debug-gym: A Text-Based Environment for Interactive Debugging
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
283
4
0
27 Mar 2025
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
Sheng Wang
Pengan Chen
Jingqi Zhou
Qintong Li
Jingwei Dong
Lei Li
Boyang Xue
Jiyue Jiang
Dianbo Sui
Chuan Wu
SyDa
465
0
0
21 Mar 2025
Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets
Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets
Hamed Jelodar
Mohammad Meymani
Roozbeh Razavi-Far
273
17
0
21 Mar 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation
Mayank Kumar
Jinbao Xue
Mengxin Zheng
Qian Lou
308
8
0
15 Mar 2025
Large Language Models for Multi-Facility Location Mechanism Design
Nguyen Thach
Fei Liu
Houyu Zhou
Hau Chan
357
0
0
12 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness
Ce Guo
Tong Zhao
355
4
0
11 Mar 2025
RefactorBench: Evaluating Stateful Reasoning in Language Agents Through CodeInternational Conference on Learning Representations (ICLR), 2025
Dhruv Gautam
Spandan Garg
Jinu Jang
Neel Sundaresan
Roshanak Zilouchian Moghaddam
LLMAGLRM
285
15
0
10 Mar 2025
Exploring LLM Agents for Cleaning Tabular Machine Learning Datasets
Tommaso Bendinelli
Artur Dox
Christian Holz
LLMAG
239
12
0
09 Mar 2025
PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset
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
524
11
0
04 Mar 2025
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers
Zhuocheng Zhang
Yang Feng
Min Zhang
405
7
0
25 Feb 2025
Programming with Pixels: Can Computer-Use Agents do Software Engineering?
Programming with Pixels: Can Computer-Use Agents do Software Engineering?
Pranjal Aggarwal
Sean Welleck
363
1
0
24 Feb 2025
CODESYNC: Synchronizing Large Language Models with Dynamic Code Evolution at Scale
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
ALMSyDa
324
3
0
23 Feb 2025
Beyond Trusting Trust: Multi-Model Validation for Robust Code Generation
Beyond Trusting Trust: Multi-Model Validation for Robust Code Generation
Bradley McDanel
183
0
0
22 Feb 2025
Mechanistic Understanding of Language Models in Syntactic Code Completion
Mechanistic Understanding of Language Models in Syntactic Code Completion
Samuel Miller
Daking Rai
Ziyu Yao
LRM
151
0
0
20 Feb 2025
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Haoyang Li
Xuejia Chen
Zhanchao Xu
Darian Li
Nicole Hu
...
Yongbin Li
Luyu Qiu
C. Zhang
Qing Li
Lei Chen
ELMLRM
407
9
0
16 Feb 2025
ShapeLib: Designing a library of programmatic 3D shape abstractions with Large Language Models
ShapeLib: Designing a library of programmatic 3D shape abstractions with Large Language Models
R. K. Jones
Paul Guerrero
Niloy J. Mitra
Daniel E. Ritchie
241
0
0
13 Feb 2025
Improving Existing Optimization Algorithms with LLMs
Improving Existing Optimization Algorithms with LLMs
Camilo Chacón Sartori
Christian Blum
200
6
0
12 Feb 2025
Can Large Language Models Understand Intermediate Representations in Compilers?
Can Large Language Models Understand Intermediate Representations in Compilers?
Hailong Jiang
Jianfeng Zhu
Yao Wan
B. Fang
Hongyu Zhang
Hailong Jiang
Qiang Guan
389
1
0
07 Feb 2025
Towards Advancing Code Generation with Large Language Models: A Research Roadmap
Towards Advancing Code Generation with Large Language Models: A Research Roadmap
Haolin Jin
Huaming Chen
Qinghua Lu
Liming Zhu
LLMAG
279
7
0
20 Jan 2025
Dafny as Verification-Aware Intermediate Language for Code Generation
Dafny as Verification-Aware Intermediate Language for Code Generation
Yue Chen Li
Stefan Zetzsche
Siva Somayyajula
ALM
220
3
0
10 Jan 2025
From Code to Compliance: Assessing ChatGPT's Utility in Designing an Accessible Webpage -- A Case Study
From Code to Compliance: Assessing ChatGPT's Utility in Designing an Accessible Webpage -- A Case Study
Ammar Ahmed
Margarida Fresco
Fredrik Forsberg
Hallvard Grotli
186
6
0
07 Jan 2025
LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment
LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment
Binrui Zeng
Shezheng Song
Xiaodong Liu
Jie Yu
Shan Zhao
Jun Ma
Xiaopeng Li
Shasha Li
Xinran Hong
Yongtao Tang
MQ
307
1
0
24 Dec 2024
LLM Agent for Fire Dynamics Simulations
LLM Agent for Fire Dynamics Simulations
Leidong Xu
Danyal Mohaddes
Yi Wang
AI4CELLMAG
164
9
0
22 Dec 2024
Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation
Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation
Zhuohao Yu
Weizheng Gu
Yidong Wang
Xingru Jiang
Zhengran Zeng
Jindong Wang
Wei Ye
Shikun Zhang
LRM
426
5
0
19 Dec 2024
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for
  Fast, Memory Efficient, and Long Context Finetuning and Inference
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
Benjamin Warner
Antoine Chaffin
Benjamin Clavié
Orion Weller
Oskar Hallström
...
Tom Aarsen
Nathan Cooper
Griffin Adams
Jeremy Howard
Iacopo Poli
463
402
0
18 Dec 2024
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024
Fan Wang
Juyong Jiang
Chansung Park
Sunghun Kim
Jing Tang
489
5
0
08 Dec 2024
Generating a Low-code Complete Workflow via Task Decomposition and RAG
Orlando Marquez Ayala
Patrice Béchard
286
2
0
29 Nov 2024
Leveraging Large Language Models and Topic Modeling for Toxicity
  Classification
Leveraging Large Language Models and Topic Modeling for Toxicity ClassificationInternational Conference on Computing, Networking and Communications (ICNC), 2024
Haniyeh Ehsani Oskouie
Christina Chance
Claire Huang
Margaret Capetz
Elizabeth Eyeson
Majid Sarrafzadeh
202
5
0
26 Nov 2024
LLMPirate: LLMs for Black-box Hardware IP Piracy
LLMPirate: LLMs for Black-box Hardware IP PiracyNetwork and Distributed System Security Symposium (NDSS), 2024
Vasudev Gohil
Matthew DeLorenzo
Veera Vishwa Achuta Sai Venkat Nallam
Joey See
Jeyavijayan Rajendran
328
6
0
25 Nov 2024
DSTC: Direct Preference Learning with Only Self-Generated Tests and Code
  to Improve Code LMs
DSTC: Direct Preference Learning with Only Self-Generated Tests and Code to Improve Code LMs
Zhihan Liu
Shenao Zhang
Yongfei Liu
Boyi Liu
Yingxiang Yang
Zhaoran Wang
460
7
0
20 Nov 2024
Model Editing for LLMs4Code: How Far are We?
Model Editing for LLMs4Code: How Far are We?International Conference on Software Engineering (ICSE), 2024
Xiaopeng Li
Shasha Li
Shan Zhao
Jun Ma
Jie Yu
Xiaodong Liu
Jing Wang
Shezheng Song
Weimin Zhang
KELM
300
9
0
11 Nov 2024
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system
Zeyuan Li
Yangfan He
Lewei He
Jianhui Wang
Lewei He
Bin Lei
Tianyu Shi
Qiuwu Chen
ALM
614
17
0
28 Oct 2024
CoqPilot, a plugin for LLM-based generation of proofs
CoqPilot, a plugin for LLM-based generation of proofsInternational Conference on Automated Software Engineering (ASE), 2024
Nikita Khramov
Gleb Solovev
Nikita Khramov
Anton Podkopaev
136
13
0
25 Oct 2024
Take Caution in Using LLMs as Human Surrogates: Scylla Ex Machina
Take Caution in Using LLMs as Human Surrogates: Scylla Ex MachinaProceedings of the National Academy of Sciences of the United States of America (PNAS), 2024
Yuan Gao
Dokyun Lee
Gordon Burtch
Sina Fazelpour
LRM
526
42
0
25 Oct 2024
An Intelligent Agentic System for Complex Image Restoration Problems
An Intelligent Agentic System for Complex Image Restoration ProblemsInternational Conference on Learning Representations (ICLR), 2024
Kaiwen Zhu
Jinjin Gu
Zhiyuan You
Yu Qiao
Chao Dong
503
25
0
23 Oct 2024
Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning
Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning
Yoichi Ishibashi
Taro Yano
Masafumi Oyamada
LRMAIFin
445
1
0
21 Oct 2024
GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization
GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization
Zihui Wu
Haichang Gao
Ping Wang
Shudong Zhang
Zhaoxiang Liu
Kai Wang
238
0
0
19 Oct 2024
Evaluating Quantized Large Language Models for Code Generation on
  Low-Resource Language Benchmarks
Evaluating Quantized Large Language Models for Code Generation on Low-Resource Language BenchmarksJournal of Computer Languages (JCL), 2024
Enkhbold Nyamsuren
MQ
290
5
0
18 Oct 2024
From Solitary Directives to Interactive Encouragement! LLM Secure Code
  Generation by Natural Language Prompting
From Solitary Directives to Interactive Encouragement! LLM Secure Code Generation by Natural Language Prompting
Shigang Liu
Bushra Sabir
Seung Ick Jang
Yuval Kansal
Yansong Gao
Kristen Moore
A. Abuadbba
Surya Nepal
278
4
0
18 Oct 2024
Montessori-Instruct: Generate Influential Training Data Tailored for
  Student Learning
Montessori-Instruct: Generate Influential Training Data Tailored for Student LearningInternational Conference on Learning Representations (ICLR), 2024
Xiaochuan Li
Zichun Yu
Chenyan Xiong
SyDa
265
5
0
18 Oct 2024
ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries
ETF: An Entity Tracing Framework for Hallucination Detection in Code SummariesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Kishan Maharaj
Vitobha Munigala
Srikanth G. Tamilselvam
Praveen Venkateswaran
Sayandeep Sen
Palani Kodeswaran
Abhijit Mishra
Pushpak Bhattacharyya
HILM
397
2
0
17 Oct 2024
FLARE: Faithful Logic-Aided Reasoning and Exploration
FLARE: Faithful Logic-Aided Reasoning and Exploration
Erik Arakelyan
Pasquale Minervini
Pat Verga
Patrick Lewis
Isabelle Augenstein
ReLMLRM
578
4
0
14 Oct 2024
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column UpdatesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Md. Kowsher
Tara Esmaeilbeig
Chun-Nam Yu
Chen Chen
Mojtaba Soltanalian
Niloofar Yousefi
358
3
0
14 Oct 2024
Don't Transform the Code, Code the Transforms: Towards Precise Code
  Rewriting using LLMs
Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs
Chris Cummins
Volker Seeker
Jordi Armengol-Estapé
Aram H. Markosyan
Gabriel Synnaeve
Hugh Leather
194
7
0
11 Oct 2024
Large Language Models as Code Executors: An Exploratory Study
Large Language Models as Code Executors: An Exploratory Study
Chenyang Lyu
Lecheng Yan
Rui Xing
Wenxi Li
Younes Samih
Tianbo Ji
Longyue Wang
ELMALMLRM
153
14
0
09 Oct 2024
ChatVis: Automating Scientific Visualization with a Large Language Model
ChatVis: Automating Scientific Visualization with a Large Language Model
Tanwi Mallick
Orcun Yildiz
David Lenz
Tom Peterka
107
8
0
07 Oct 2024
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