Automated program repair

C Le Goues, M Pradel, A Roychoudhury - Communications of the ACM, 2019 - dl.acm.org
Automated program repair Page 1 56 COMMUNICATIONS OF THE ACM | DECEMBER 2019
| VOL. 62 | NO. 12 review articles ALEX IS A software developer, a recent hire at the company …

A critical review on the evaluation of automated program repair systems

K Liu, L Li, A Koyuncu, D Kim, Z Liu, J Klein… - Journal of Systems and …, 2021 - Elsevier
Abstract Automated Program Repair (APR) has attracted significant attention from software
engineering research and practice communities in the last decade. Several teams have …

A survey of learning-based automated program repair

Q Zhang, C Fang, Y Ma, W Sun, Z Chen - ACM Transactions on Software …, 2023 - dl.acm.org
Automated program repair (APR) aims to fix software bugs automatically and plays a crucial
role in software development and maintenance. With the recent advances in deep learning …

TBar: Revisiting template-based automated program repair

K Liu, A Koyuncu, D Kim, TF Bissyandé - Proceedings of the 28th ACM …, 2019 - dl.acm.org
We revisit the performance of template-based APR to build comprehensive knowledge
about the effectiveness of fix patterns, and to highlight the importance of complementary …

Shaping program repair space with existing patches and similar code

J Jiang, Y Xiong, H Zhang, Q Gao, X Chen - Proceedings of the 27th …, 2018 - dl.acm.org
Automated program repair (APR) has great potential to reduce bug-fixing effort and many
approaches have been proposed in recent years. APRs are often treated as a search …

An empirical study of fault localization families and their combinations

D Zou, J Liang, Y Xiong, MD Ernst… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The performance of fault localization techniques is critical to their adoption in practice. This
paper reports on an empirical study of a wide range of fault localization techniques on real …

On the efficiency of test suite based program repair: A systematic assessment of 16 automated repair systems for java programs

K Liu, S Wang, A Koyuncu, K Kim… - Proceedings of the …, 2020 - dl.acm.org
Test-based automated program repair has been a prolific field of research in software
engineering in the last decade. Many approaches have indeed been proposed, which …

Evaluating representation learning of code changes for predicting patch correctness in program repair

H Tian, K Liu, AK Kaboré, A Koyuncu, L Li… - Proceedings of the 35th …, 2020 - dl.acm.org
A large body of the literature of automated program repair develops approaches where
patches are generated to be validated against an oracle (eg, a test suite). Because such an …

Automated patch correctness assessment: How far are we?

S Wang, M Wen, B Lin, H Wu, Y Qin, D Zou… - Proceedings of the 35th …, 2020 - dl.acm.org
Test-based automated program repair (APR) has attracted huge attention from both industry
and academia. Despite the significant progress made in recent studies, the overfitting …

Selfapr: Self-supervised program repair with test execution diagnostics

H Ye, M Martinez, X Luo, T Zhang… - Proceedings of the 37th …, 2022 - dl.acm.org
Learning-based program repair has achieved good results in a recent series of papers. Yet,
we observe that the related work fails to repair some bugs because of a lack of knowledge …