代码大模型 / AI 编程

Studying and Understanding the Effectiveness and Failures of Conversational LLM-Based Repair

Aolin Chen, Haojun Wu, Qi Xin, Steven P. Reiss, Jifeng Xuan

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Generating Mitigations for Downstream Projects to Neutralize Upstream Library Vulnerability

Zirui Chen, Xing Hu, Puhua Sun, Xin Xia, Xiaohu Yang

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Bogus Bugs, Duplicates, and Revealing Comments: Data Quality Issues in NPR

Julian Aron Prenner, Romain Robbes

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Empirical Research on Utilizing LLM-based Agents for Automated Bug Fixing via LangGraph

Jialin Wang, Zhihua Duan

专题命中 程序修复 ：code generation(abstract)；分类 cs.SE

MdEval: Massively Multilingual Code Debugging

Shukai Liu, Linzheng Chai, Jian Yang, Jiajun Shi, He Zhu, Liran Wang, Ke Jin, Wei Zhang, Hualei Zhu, Shuyue Guo, Tao Sun, Jiaheng Liu, Yunlong Duan, Yu Hao, Liqun Yang, Guanglin Niu, Ge Zhang, Zhoujun Li

专题命中 程序修复 ：program repair(abstract)；分类 cs.CL

Comments 15 pages

Automated Repair of Cyber-Physical Systems

Pablo Valle

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Journal ref The 47th IEEE/ACM International Conference on Software Engineering: Doctoral Symposium (ICSE 2025 DS)

Evaluating Pre-Trained Models for Multi-Language Vulnerability Patching

Zanis Ali Khan, Aayush Garg, Yuejun Guo, Qiang Tang

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

There are More Fish in the Sea: Automated Vulnerability Repair via Binary Templates

Bo Lin, Shangwen Wang, Liqian Chen, Xiaoguang Mao

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments 15 pages

Can Highlighting Help GitHub Maintainers Track Security Fixes?

Xueqing Liu, Yuchen Xiong, Qiushi Liu, Jiangrui Zheng

专题命中 程序修复 ：repository(abstract)；分类 cs.SE

FastFixer: An Efficient and Effective Approach for Repairing Programming Assignments

Fang Liu, Zhenwei Liu, Qianhui Zhao, Jing Jiang, Li Zhang, Ge Li, Zian Sun, Zhongqi Li, Yuchi Ma

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments Accepted by the 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024)

Combining Logic with Large Language Models for Automatic Debugging and Repair of ASP Programs

Ricardo Brancas, Vasco Manquinho, Ruben Martins

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Can LLMs Patch Security Issues?

Kamel Alrashedy, Abdullah Aljasser, Pradyumna Tambwekar, Matthew Gombolay

专题命中 程序修复 ：code generation(abstract)；分类 cs.LG

Benchmarking ChatGPT, Codeium, and GitHub Copilot: A Comparative Study of AI-Driven Programming and Debugging Assistants

Md Sultanul Islam Ovi, Nafisa Anjum, Tasmina Haque Bithe, Md. Mahabubur Rahman, Mst. Shahnaj Akter Smrity

专题命中 程序修复 ：code generation(abstract)；分类 cs.SE

GitSEED: A Git-backed Automated Assessment Tool for Software Engineering and Programming Education

Pedro Orvalho, Mikoláš Janota, Vasco Manquinho

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments 7 pages, 2 figures. Accepted at SIGCSE Virtual 2024

Test-based Patch Clustering for Automatically-Generated Patches Assessment

Matias Martinez, Maria Kechagia, Anjana Perera, Justyna Petke, Federica Sarro, Aldeida Aleti

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments Published in Springer Empirical Software Engineering, Volume 29, article number 116 (2024)

Impact of Large Language Models of Code on Fault Localization

Suhwan Ji, Sanghwa Lee, Changsup Lee, Hyeonseung Im, Yo-Sub Han

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

CREF: An LLM-based Conversational Software Repair Framework for Programming Tutors

Boyang Yang, Haoye Tian, Weiguo Pian, Haoran Yu, Haitao Wang, Jacques Klein, Tegawendé F. Bissyandé, Shunfu Jin

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

A Quantitative and Qualitative Evaluation of LLM-Based Explainable Fault Localization

Sungmin Kang, Gabin An, Shin Yoo

专题命中 程序修复 ：repository(abstract)；分类 cs.SE

Comments Accepted to ACM International Conference on the Foundations of Software Engineering (FSE 2024)

A Case Study of LLM for Automated Vulnerability Repair: Assessing Impact of Reasoning and Patch Validation Feedback

Ummay Kulsum, Haotian Zhu, Bowen Xu, Marcelo d'Amorim

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments Code, data and artifacts are available: http://tinyurl.com/vrpilot-artifacts

Test Oracle Automation in the era of LLMs

Facundo Molina, Alessandra Gorla

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

An Empirical Study of Token-based Micro Commits

Masanari Kondo, Daniel M. German, Yasutaka Kamei, Naoyasu Ubayashi, Osamu Mizuno

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

A Deep Dive into Large Language Models for Automated Bug Localization and Repair

Soneya Binta Hossain, Nan Jiang, Qiang Zhou, Xiaopeng Li, Wen-Hao Chiang, Yingjun Lyu, Hoan Nguyen, Omer Tripp

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

PatchZero: Zero-Shot Automatic Patch Correctness Assessment

Xin Zhou, Bowen Xu, Kisub Kim, DongGyun Han, Thanh Le-Cong, Junda He, Bach Le, David Lo

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments 18 pages

GitBug-Actions: Building Reproducible Bug-Fix Benchmarks with GitHub Actions

Nuno Saavedra, André Silva, Martin Monperrus

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments Accepted to ICSE 2024 Demo

Journal ref Proceedings of ICSE Tool, 2024

Software Testing with Large Language Models: Survey, Landscape, and Vision

Junjie Wang, Yuchao Huang, Chunyang Chen, Zhe Liu, Song Wang, Qing Wang

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments accepted by IEEE Transactions on Software Engineering

What is a "bug"? On subjectivity, epistemic power, and implications for software research

David Gray Widder, Claire Le Goues

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

How Helpful do Novice Programmers Find the Feedback of an Automated Repair Tool?

Oka Kurniawan, Christopher M. Poskitt, Ismam Al Hoque, Norman Tiong Seng Lee, Cyrille Jégourel, Nachamma Sockalingam

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments Experience report accepted by the International Conference on Teaching, Assessment, and Learning for Engineering (TALE'23)

Journal ref Proc. TALE'23. IEEE, 2023

Tracking the Evolution of Static Code Warnings: the State-of-the-Art and a Better Approach

Junjie Li, Jinqiu Yang

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

APPT: Boosting Automated Patch Correctness Prediction via Fine-tuning Pre-trained Models

Quanjun Zhang, Chunrong Fang, Weisong Sun, Yan Liu, Tieke He, Xiaodong Hao, Zhenyu Chen

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments Accepted to IEEE Transactions on Software Engineering 2024 (TSE'24)

The Right Prompts for the Job: Repair Code-Review Defects with Large Language Model

Zelin Zhao, Zhaogui Xu, Jialong Zhu, Peng Di, Yuan Yao, Xiaoxing Ma

专题命中 程序修复 ：program repair(abstract)；分类 cs.SE

Comments 10 pages with 1 page for references