代码大模型 / AI 编程

Critical Review of BugSwarm for Fault Localization and Program Repair

Thomas Durieux, Rui Abreu

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

The Remarkable Role of Similarity in Redundancy-based Program Repair

Zimin Chen, Martin Monperrus

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

Neural Program Repair by Jointly Learning to Localize and Repair

Marko Vasic, Aditya Kanade, Petros Maniatis, David Bieber, Rishabh Singh

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

Comments ICLR 2019

Revisiting ssFix for Better Program Repair

Qi Xin, Steven P. Reiss

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

Comments 12 pages

How to Design a Program Repair Bot? Insights from the Repairnator Project

Simon Urli, Zhongxing Yu, Lionel Seinturier, Martin Monperrus

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

Journal ref Proceedings of ICSE, Software Engineering in Practice, 2018

You Cannot Fix What You Cannot Find! An Investigation of Fault Localization Bias in Benchmarking Automated Program Repair Systems

Kui Liu, Anil Koyuncu, Tegawendé F. Bissyandé, Dongsun Kim, Jacques Klein, Yves Le Traon

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

Comments Accepted by ICST 2019

Astor: Exploring the Design Space of Generate-and-Validate Program Repair beyond GenProg

Matias Martinez, Martin Monperrus

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

Journal ref Journal of Systems and Software, Elsevier, 2019

Attention Please: Consider Mockito when Evaluating Newly Proposed Automated Program Repair Techniques

Shangwen Wang, Ming Wen, Xiaoguang Mao, Deheng Yang

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

Comments 10 pages, 4 figures and 7 tables

Multi-Location Program Repair Strategies Learned from Past Successful Experience

Shangwen Wang, Xiaoguang Mao, Nan Niu, Xin Yi, Anbang Guo

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

Comments 6 pages

Human-competitive Patches in Automatic Program Repair with Repairnator

Martin Monperrus, Simon Urli, Thomas Durieux, Matias Martinez, Benoit Baudry, Lionel Seinturier

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

DroidBugs: An Android Benchmark for Automated Program Repair

Larissa Azevedo, Altino Dantas, Celso G. Camilo-Junior

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

Precise Condition Synthesis for Program Repair

Yingfei Xiong, Jie Wang, Runfa Yan, Jiachen Zhang, Shi Han, Gang Huang, Lu Zhang

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

Comments Accepted at ICSE 2017. This is a longer version of the conference paper and also corrects several errors

Identifying Patch Correctness in Test-Based Program Repair

Yingfei Xiong, Xinyuan Liu, Muhan Zeng, Lu Zhang, Gang Huang

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

Comments ICSE 2018

Practical Program Repair via Bytecode Mutation

Ali Ghanbari, Lingming Zhang

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

Do the Fix Ingredients Already Exist? An Empirical Inquiry into the Redundancy Assumptions of Program Repair Approaches

Matias Martinez, Westley Weimer, Martin Monperrus

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

Comments ICSE - 36th IEEE International Conference on Software Engineering (2014)

Journal ref ICSE - 36th IEEE International Conference on Software Engineering (2014)

Automated Clustering and Program Repair for Introductory Programming Assignments

Sumit Gulwani, Ivan Radiček, Florian Zuleger

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

Comments Extended version of the PLDI paper of the same name

Program Repair via Direct State Manipulation

Qinheping Hu, Isaac Evavold, Roopsha Samanta, Rishabh Singh, Loris D'Antoni

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

An Empirical Analysis of the Influence of Fault Space on Search-Based Automated Program Repair

Ming Wen, Junjie Chen, Rongxin Wu, Dan Hao, Shing-Chi Cheung

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

Partitioning Patches into Test-equivalence Classes for Scaling Program Repair

Sergey Mechtaev, Xiang Gao, Shin Hwei Tan, Abhik Roychoudhury

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

Cost-Aware Automatic Program Repair

Roopsha Samanta, Oswaldo Olivo, E. Allen Emerson

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

Compartmentalization-Aware Automated Program Repair

具有 compartmentalization 意识的自动化程序修复

Jia Hu, Youcheng Sun, Pierre Olivier

专题命中 程序修复 ：program repair(title,abstract)

AI总结 本文提出了一种专门针对 compartment 接口安全的 APR 框架，通过整合 fuzzer、补丁生成和验证组件，自动化修复 cross-compartment 接口漏洞。

Comments Accepted to appear in ICSE's Journal Ahead Workshop (JAWs) 2026

Repair Is Nearly Generation: Multilingual Program Repair with LLMs

Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen

专题命中 程序修复 ：program repair(title)；分类 cs.SE、cs.AI、cs.PL

Comments 13 pages, Accepted at AAAI 2023

Break-It-Fix-It: Unsupervised Learning for Program Repair

Michihiro Yasunaga, Percy Liang

专题命中 程序修复 ：program repair(title)；分类 cs.SE、cs.CL、cs.LG

Comments ICML 2021. Code & data available at https://github.com/michiyasunaga/bifi

Beyond Accuracy: Behavioral Dynamics of Agentic Multi-Hunk Repair

超越准确率：智能体多块修复的行为动力学

Noor Nashid, Daniel Ding, Keheliya Gallaba, Ahmed E. Hassan, Ali Mesbah

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

AI总结 研究LLM驱动的编码智能体在多块缺陷修复中的行为，通过404个多块bug的1616条修复轨迹分析定位、修复准确率、回归行为及操作动力学，发现修复准确率随bug分散度和复杂度下降，且失败修复消耗更多资源。

An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code

Max Hort, Anastasiia Grishina, Leon Moonen

专题命中 程序修复 ：code model(abstract)；program repair(abstract)；分类 cs.SE、cs.CL、cs.AI

Comments Accepted for publication in the 17th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2023)

Memory-Efficient Large Language Models for Program Repair with Semantic-Guided Patch Generation

Thanh Le-Cong, Bach Le, Toby Murray

机构 * The University of Melbourne（墨尔本大学） 纠错

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

Comments Accepted to ICSE 2026, Research Track

Extending the Frontier of ChatGPT: Code Generation and Debugging

Fardin Ahsan Sakib, Saadat Hasan Khan, A. H. M. Rezaul Karim

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

Human-In-The-Loop Automatic Program Repair

Marcel Böhme, Charaka Geethal, Van-Thuan Pham

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

Comments Accepted as full paper (10+2 pages) at ICST'20 (https://icst2020.info/) *** Tool and Replication Package at: https://github.com/mboehme/learn2fix

Eliminating Timing Side-Channel Leaks using Program Repair

Meng Wu, Shengjian Guo, Patrick Schaumont, Chao Wang

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

Program Repair by Stepwise Correctness Enhancement

Nafi Diallo, Wided Ghardallou, Ali Mili

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

Comments In Proceedings PrePost 2016, arXiv:1605.08096

Journal ref EPTCS 208, 2016, pp. 1-15