代码大模型 / AI 编程

From Benchmark Data To Applicable Program Repair: An Experience Report

Mahinthan Chandramohan, Jovan Jancic, Yuntong Zhang, Padmanabhan Krishnan

机构 * National University of Singapore（国立新加坡大学） ； Oracle Labs Brisbane, Australia（Oracle布里斯班实验室） 纠错

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

$T^3$: Multi-level Tree-based Automatic Program Repair with Large Language Models

Quanming Liu, Xupeng Bu, Zhichao Yan, Ru Li

机构 * School of Computer and Information Technology（计算机与信息科技学院） ； Shanxi University（山西大学） 纠错

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

MergeRepair: An Exploratory Study on Merging Task-Specific Adapters in Code LLMs for Automated Program Repair

Meghdad Dehghan, Jie JW Wu, Fatemeh H. Fard, Ali Ouni

机构 * University of British Columbia, Department of Computer Science（不列颠哥伦比亚大学计算机科学系） ； École de technologie supérieure, Department of Software and IT Engineering（高等技术学院软件与信息技术工程系） 纠错

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

Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs

Mirazul Haque, Petr Babkin, Farima Farmahinifarahani, Manuela Veloso

机构 * J. P. Morgan AI Research（摩根大通AI研究） 纠错

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

Evaluating the Generalizability of LLMs in Automated Program Repair

Fengjie Li, Jiajun Jiang, Jiajun Sun, Hongyu Zhang

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

Comments 5 pages, 1 figure, to be published in ICSE2025-NIER

Agentic Bug Reproduction for Effective Automated Program Repair at Google

Runxiang Cheng, Michele Tufano, Jürgen Cito, José Cambronero, Pat Rondon, Renyao Wei, Aaron Sun, Satish Chandra

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

Less is More: Adaptive Program Repair with Bug Localization and Preference Learning

Zhenlong Dai, Bingrui Chen, Zhuoluo Zhao, Xiu Tang, Sai Wu, Chang Yao, Zhipeng Gao, Jingyuan Chen

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

Comments accepted by AAAI2025 Oral

Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault Localization

Pedro Orvalho, Mikoláš Janota, Vasco Manquinho

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

Comments Accepted at AAAI 2025. 11 pages, 4 listings, 2 figures and 5 tables

Repository-Level Graph Representation Learning for Enhanced Security Patch Detection

Xin-Cheng Wen, Zirui Lin, Cuiyun Gao, Hongyu Zhang, Yong Wang, Qing Liao

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

Comments 13 pages. This paper is accepted by ICSE 2025

Towards Reliable Evaluation of Neural Program Repair with Natural Robustness Testing

Thanh Le-Cong, Dat Nguyen, Bach Le, Toby Murray

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

RepairAgent: An Autonomous, LLM-Based Agent for Program Repair

Islem Bouzenia, Premkumar Devanbu, Michael Pradel

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

Exploring the Potential of Conversational Test Suite Based Program Repair on SWE-bench

Anton Cheshkov, Pavel Zadorozhny, Rodion Levichev, Evgeny Maslov, Ronaldo Franco Jaldin

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

Comments 3 pages, 2 figures, 1 algorithm, appendix

Enhancing Automated Program Repair with Solution Design

Jiuang Zhao, Donghao Yang, Li Zhang, Xiaoli Lian, Zitian Yang, Fang Liu

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

Comments *These authors contributed equally to this work. †Corresponding author. Will appear in ase'24

RePair: Automated Program Repair with Process-based Feedback

Yuze Zhao, Zhenya Huang, Yixiao Ma, Rui Li, Kai Zhang, Hao Jiang, Qi Liu, Linbo Zhu, Yu Su

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

Comments 15 pages, 13 figures

Journal ref ACL 2024 Findings

CigaR: Cost-efficient Program Repair with LLMs

Dávid Hidvégi, Khashayar Etemadi, Sofia Bobadilla, Martin Monperrus

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

Automated Program Repair: Emerging trends pose and expose problems for benchmarks

Joseph Renzullo, Pemma Reiter, Westley Weimer, Stephanie Forrest

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

Comments 16 pages, 1 table, submitted to ACM Computing Surveys

ENCORE: Ensemble Learning using Convolution Neural Machine Translation for Automatic Program Repair

Thibaud Lutellier, Lawrence Pang, Viet Hung Pham, Moshi Wei, Lin Tan

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

ConDefects: A New Dataset to Address the Data Leakage Concern for LLM-based Fault Localization and Program Repair

Yonghao Wu, Zheng Li, Jie M. Zhang, Yong Liu

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

Comments 5pages, 3 figures

RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair

Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi

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

Comments FSE 2023, Long paper

Enhancing Automated Program Repair through Fine-tuning and Prompt Engineering

Rishov Paul, Md. Mohib Hossain, Mohammed Latif Siddiq, Masum Hasan, Anindya Iqbal, Joanna C. S. Santos

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

Comments 12 pages, 2 figures, 4 tables

KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair

Nan Jiang, Thibaud Lutellier, Yiling Lou, Lin Tan, Dan Goldwasser, Xiangyu Zhang

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

Comments This paper is accepted by 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)

RunBugRun -- An Executable Dataset for Automated Program Repair

Julian Aron Prenner, Romain Robbes

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

CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back

Zhongxin Liu, Zhijie Tang, Xin Xia, Xiaohu Yang

专题命中 程序修复 ：code model(title,abstract)；分类 cs.SE、cs.AI

Comments Accepted by ICSE 2023

Conversational Automated Program Repair

Chunqiu Steven Xia, Lingming Zhang

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

A Syntax-Guided Edit Decoder for Neural Program Repair

Qihao Zhu, Zeyu Sun, Yuan-an Xiao, Wenjie Zhang, Kang Yuan, Yingfei Xiong, Lu Zhang

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

Comments 10 pages

Journal ref The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2021). This is the newest version and corrects some errors

Tea: Program Repair Using Neural Network Based on Program Information Attention Matrix

Wenshuo Wang, Chen Wu, Liang Cheng, Yang Zhang

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

Towards a Benchmark Set for Program Repair Based on Partial Fixes

Dirk Beyer, Lars Grunske, Thomas Lemberger, Minxing Tang

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

Comments 9 pages, 5 figures

Obstacles in Fully Automatic Program Repair: A survey

S. Amirhossein Mousavi, Donya Azizi Babani, Francesco Flammini

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

SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair

Zimin Chen, Steve Kommrusch, Michele Tufano, Louis-Noël Pouchet, Denys Poshyvanyk, Martin Monperrus

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

Comments 21 pages, 15 figures

Journal ref IEEE Transactions on Software Engineering, 2019

Path-Based Program Repair

Heinz Riener, Rüdiger Ehlers, Görschwin Fey

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

Comments In Proceedings FESCA 2015, arXiv:1503.04378

Journal ref EPTCS 178, 2015, pp. 22-32