Large Language Models for Software Engineering: A Systematic Literature Review

21 August 2023

Kailong Wang

Haoyu Wang

Papers citing "Large Language Models for Software Engineering: A Systematic Literature Review"

50 / 142 papers shown

Title
Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey Lakshit Arora Sanjay Surendranath Girija Shashank Kapoor Aman Raj Dipen Pradhan Ankit Shetgaonkar 10 0 0 11 May 2025
An Empirical Study of OpenAI API Discussions on Stack Overflow Xiang Chen J. Wang Chaoyang Gao Xiaolin Ju Zhanqi Cui ELM 35 0 0 07 May 2025
Unveiling the Landscape of LLM Deployment in the Wild: An Empirical Study Xinyi Hou Jiahao Han Yanjie Zhao Haoyu Wang 30 0 0 05 May 2025
Good News for Script Kiddies? Evaluating Large Language Models for Automated Exploit Generation David Jin Qian Fu Yuekang Li 15 0 0 02 May 2025
An Empirical Study on the Effectiveness of Large Language Models for Binary Code Understanding Xiuwei Shang Zhenkan Fu Shaoyin Cheng Guoqiang Chen Gangyang Li Li Hu W. Zhang N. Yu 57 0 0 30 Apr 2025
LLMpatronous: Harnessing the Power of LLMs For Vulnerability Detection Rajesh Yarra 29 0 0 25 Apr 2025
Combating Toxic Language: A Review of LLM-Based Strategies for Software Engineering Hao Zhuo Yicheng Yang Kewen Peng 12 0 0 21 Apr 2025
Empowering AI to Generate Better AI Code: Guided Generation of Deep Learning Projects with LLMs Chen Xie Mingsheng Jiao Xiaodong Gu Beijun Shen 17 0 0 21 Apr 2025
Variability-Driven User-Story Generation using LLM and Triadic Concept Analysis Alexandre Bazin Alain Gutierrez M. Huchard Pierre Martin Yulin Zhang 29 0 0 11 Apr 2025
DRAFT-ing Architectural Design Decisions using LLMs Rudra Dhar Adyansh Kakran Amey Karan Karthik Vaidhyanathan Vasudeva Varma 31 0 0 11 Apr 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 31 1 0 07 Apr 2025
Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering Hamed Jelodar Samita Bai Parisa Hamedi Hesamodin Mohammadian R. Razavi-Far Ali Ghorbani 34 0 0 07 Apr 2025
PipeDec: Low-Latency Pipeline-based Inference with Dynamic Speculative Decoding towards Large-scale Models Haofei Yin Mengbai Xiao Rouzhou Lu Xiao Zhang Dongxiao Yu Guanghui Zhang AI4CE 19 0 0 05 Apr 2025
Can LLMs Assist Computer Education? an Empirical Case Study of DeepSeek Dongfu Xiao Chen Gao Zhengquan Luo Chi Liu Sheng Shen ELM 59 0 0 01 Apr 2025
Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets Hamed Jelodar Mohammad Meymani Roozbeh Razavi-Far 40 0 0 21 Mar 2025
A Convex formulation for linear discriminant analysis Sai Vijay Kumar Surineela Prathyusha Kanakamalla Harigovind Harikumar Tomojit Ghosh 51 0 0 17 Mar 2025
Adaptive Fault Tolerance Mechanisms of Large Language Models in Cloud Computing Environments Yihong Jin Ze Yang Xinhe Xu Yihan Zhang Shuyang Ji 45 2 0 15 Mar 2025
Investigating Execution-Aware Language Models for Code Optimization Federico Di Menna Luca Traini Gabriele Bavota Vittorio Cortellessa 51 0 0 11 Mar 2025
AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution Cansu Korkmaz Nancy Mehta Radu Timofte 57 0 0 10 Mar 2025
From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper Sargam Yadav Asifa Mehmood Qureshi Abhishek Kaushik Shubham Sharma Roisin Loughran ... . Nikhil Singh Padraic O'Hara Pranay Jaiswal Roshan Chandru David Lillis 48 1 0 10 Mar 2025
Junior Software Developers' Perspectives on Adopting LLMs for Software Engineering: a Systematic Literature Review Samuel Ferino Rashina Hoda John Grundy Christoph Treude 51 0 0 10 Mar 2025
The Impact of Generative AI Coding Assistants on Developers Who Are Visually Impaired Claudia Flores-Saviaga Benjamin V. Hanrahan Kashif Imteyaz Steven Clarke Saiph Savage 37 0 0 10 Mar 2025
Code-as-Symbolic-Planner: Foundation Model-Based Robot Planning via Symbolic Code Generation Y. Chen Yilun Hao Yang Zhang Chuchu Fan LRM 58 1 0 03 Mar 2025
Towards Refining Developer Questions using LLM-Based Named Entity Recognition for Developer Chatroom Conversations Pouya Fathollahzadeh Mariam El Mezouar Hao Li Ying Zou Ahmed E. Hassan 26 0 0 02 Mar 2025
Do LLMs Consider Security? An Empirical Study on Responses to Programming Questions Amirali Sajadi Binh Le A. Nguyen Kostadin Damevski Preetha Chatterjee 48 2 0 20 Feb 2025
An LLM-based Agent for Reliable Docker Environment Configuration Ruida Hu Chao Peng Xinchen Wang Cuiyun Gao 54 2 0 19 Feb 2025
From PowerPoint UI Sketches to Web-Based Applications: Pattern-Driven Code Generation for GIS Dashboard Development Using Knowledge-Augmented LLMs, Context-Aware Visual Prompting, and the React Framework Haowen Xu Xiao-Ying Yu 70 0 0 12 Feb 2025
LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks Xin Zhou M. Weyssow Ratnadira Widyasari Ting Zhang Junda He Yunbo Lyu Jianming Chang Beiqi Zhang Dan Huang David Lo PILM 132 0 0 10 Feb 2025
LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations Ziyang Ye T. H. Le Muhammad Ali Babar 78 0 0 04 Feb 2025
Toward Neurosymbolic Program Comprehension Alejandro Velasco Aya Garryyeva David Nader-Palacio Antonio Mastropaolo Denys Poshyvanyk 29 0 0 03 Feb 2025
Engineering LLM Powered Multi-agent Framework for Autonomous CloudOps Kannan Parthasarathy Karthik Vaidhyanathan Rudra Dhar Venkat Krishnamachari Basil Muhammed ... Sreemaee Akshathala Shrikara Arun Sumant Dubey Mohan Veerubhotla Amey Karan 57 0 0 14 Jan 2025
Software Engineering and Foundation Models: Insights from Industry Blogs Using a Jury of Foundation Models Hao Li C. Bezemer Ahmed E. Hassan 37 1 0 08 Jan 2025
Predictable Artificial Intelligence Lexin Zhou Pablo Antonio Moreno Casares Fernando Martínez-Plumed John Burden Ryan Burnell ... Seán Ó hÉigeartaigh Danaja Rutar Wout Schellaert Konstantinos Voudouris José Hernández Orallo 31 2 0 08 Jan 2025
AIGCodeSet: A New Annotated Dataset for AI Generated Code Detection Basak Demirok Mucahid Kutlu DeLMO 80 0 0 21 Dec 2024
On the Compression of Language Models for Code: An Empirical Study on CodeBERT Giordano dÁloisio Luca Traini Federica Sarro A. Marco 63 1 0 18 Dec 2024
ChatDyn: Language-Driven Multi-Actor Dynamics Generation in Street Scenes Yuxi Wei Jingbo Wang Yuwen Du Dingju Wang Liang Pan Chenxin Xu Yao Feng Bo Dai Siheng Chen AI4CE 76 0 0 11 Dec 2024
Addressing Data Leakage in HumanEval Using Combinatorial Test Design Jeremy S. Bradbury Riddhi More 61 1 0 02 Dec 2024
Protect Your Secrets: Understanding and Measuring Data Exposure in VSCode Extensions Yue Liu C. Tantithamthavorn Li Li 67 0 0 01 Dec 2024
The importance of visual modelling languages in generative software engineering Roberto Rossi 70 1 0 27 Nov 2024
A Preliminary Study of Multilingual Code Language Models for Code Generation Task Using Translated Benchmarks Rohit Dandamudi Gema Rodríguez-Pérez ELM 66 0 0 23 Nov 2024
Human-In-the-Loop Software Development Agents Wannita Takerngsaksiri Jirat Pasuksmit Patanamon Thongtanunam C. Tantithamthavorn Ruixiong Zhang Fan Jiang Jing Li Evan Cook K. Chen Ming Wu LLMAG 86 1 0 19 Nov 2024
CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph HanXiang Xu Wei Ma Ting Zhou Yanjie Zhao Kai Chen Q. Hu Yang Liu Haoyu Wang 64 0 0 18 Nov 2024
Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks? Jonathan Roberts Kai Han Samuel Albanie LLMAG 65 0 0 07 Nov 2024
Standardization Trends on Safety and Trustworthiness Technology for Advanced AI Jonghong Jeon 29 2 0 29 Oct 2024
Can We Trust AI Agents? An Experimental Study Towards Trustworthy LLM-Based Multi-Agent Systems for AI Ethics José Antonio Siqueira de Cerqueira Mamia Agbese Rebekah A. Rousi Nannan Xi Juho Hamari P. Abrahamsson LLMAG 17 4 0 25 Oct 2024
ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise Xingang Guo Darioush Keivan U. Syed Lianhui Qin Huan Zhang Geir Dullerud Peter M. Seiler Bin Hu 18 4 0 17 Oct 2024
Large Language Models as Narrative-Driven Recommenders Lukas Eberhard Thorsten Ruprechter Denis Helic LRM 17 0 0 17 Oct 2024
Evaluating Software Development Agents: Patch Patterns, Code Quality, and Issue Complexity in Real-World GitHub Scenarios Zhi Chen Lingxiao Jiang LLMAG 16 0 0 16 Oct 2024
A Scalable Communication Protocol for Networks of Large Language Models Samuele Marro Emanuele La Malfa Jesse Wright G. Li Nigel Shadbolt Michael Wooldridge Philip H. S. Torr GNN AIFin 22 2 0 14 Oct 2024
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 14 2 0 11 Oct 2024