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Natural Program Repair

Publications

Revisiting Test Cases to Boost Generate-and-Validate Program Repair

Author(s): Jingtang Zhang, Kui Liu, Dongsun Kim, Li Li, Zhe Liu, Jacques Klein, Tegawendé F. Bissyandé
Published in: Proceedings of the 2021 IEEE International Conference on Software Maintenance and Evolution (ICSME), Issue 27 September 2021 - 01 October 2021, 2021, ISBN 978-1-6654-2882-8
Publisher: IEEE
DOI: 10.1109/icsme52107.2021.00010

Is this Change the Answer to that Problem? Correlating Descriptions of Bug and Code Changes for Evaluating Patch Correctness

Author(s): Haoye Tian, Xunzhu Tang, Andrew Habib, Shangwen Wang, Kui Liu, Xin Xia, Jacques Klein, Tegawendé F. Bissyandé
Published in: Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022
Publisher: IEEE

CodeGrid: A Grid Representation of Code

Author(s): Abdoul Kader Kaboré, Earl T. Barr, Jacques Klein, Tegawendé F. Bissyandé
Published in: Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, Issue 17-21 July 2023, 2023, Page(s) 1357–1369, ISBN 979-8-4007-0221-1
Publisher: Association for Computing Machinery
DOI: 10.1145/3597926.3598141

Practical Program Repair via Preference-based Ensemble Strategy

Author(s): Wenkang Zhong; Chuanyi Li; Kui Liu; Tongtong Xu; Jidong Ge; Tegawende F. Bissyande; Bin Luo; Vincent Ng
Published in: Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, Issue 46, 2024
Publisher: ACM
DOI: 10.1145/3597503.3623310

SmartGift: Learning to Generate Practical Inputs for Testing Smart Contracts.

Author(s): Teng Zhou; Kui Liu; Li Li; Zhe Liu; Jacques Klein; Tegawendé F. Bissyandé
Published in: Proceedings of the 2021 IEEE International Conference on Software Maintenance and Evolution (ICSME), 2021, Page(s) 23-34, ISBN 978-1-6654-2882-8
Publisher: IEEE
DOI: 10.1109/icsme52107.2021.00009

MetaTPTrans: a meta learning approach for multilingual code representation learning

Author(s): Weiguo Pian, Hanyu Peng, Xunzhu Tang, Tiezhu Sun, Haoye Tian, Andrew Habib, Jacques Klein, Tegawendé F. Bissyandé
Published in: Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, Issue 585, 2023, Page(s) 5239–5247, ISBN 978-1-57735-880-0
Publisher: AAAI Press
DOI: 10.1609/aaai.v37i4.25654

Natural Language to Code: How Far Are We?

Author(s): Shangwen Wang; Mingyang Geng; Bo Lin; Zhensu Sun; Ming Wen; Yepang Liu; Li Li; Tegawendé F. Bissyandé; Xiaoguang Mao
Published in: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), Issue 31, 2023, Page(s) 375-387
Publisher: ACM
DOI: 10.1145/3611643.3616323

PEELER: Learning to Effectively Predict Flakiness without Running Tests

Author(s): Yihao Qin, Shangwen Wang, Kui Liu, Bo Lin, Hongjun Wu, Li Li, Xiaoguang Mao, Bissyandé Tegawendé F.
Published in: Proceedings of the 38th IEEE International Conference on Software Maintenance and Evolution, 2022
Publisher: IEEE

Pre-Implementation Method Name Prediction for Object-Oriented Programming

Author(s): Shangwen Wang, Ming Wen, Bo Lin, Yepang Liu, Tegawendé F. Bissyandé, Xiaoguang Mao
Published in: ACM Transactions on Software Engineering and Methodology, 2023
Publisher: ACM Computing Machinery (Just Accepted - no ISSN yet)
DOI: 10.1145/3597203

Predicting Patch Correctness Based on the Similarity of Failing Test Cases

Author(s): Haoye Tian, Yinghua Li, Weiguo Pian, Abdoul Kader Kaboré, Kui Liu, Andrew Habib, Jacques Klein, Tegawendé F. Bissyandé
Published in: ACM Transactions on Software Engineering and Methodology, Issue 1049331X, 2022, Page(s) 1-30, ISSN 1049-331X
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3511096

What You See is What it Means! Semantic Representation Learning of Code based on Visualization and Transfer Learning

Author(s): Patrick Keller, Abdoul Kader Kaboré, Laura Plein, Jacques Klein, Yves Le Traon, Tegawendé F. Bissyandé
Published in: ACM Transactions on Software Engineering and Methodology, Issue 31, 2022, Page(s) 1-34, ISSN 1049-331X
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3485135

Big Code Search: A Bibliography

Author(s): Kisub Kim, Sankalp Ghatpande, Dongsun Kim, Xin Zhou, Kui Liu, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon
Published in: ACM Computing Surveys, Issue 56, 2024, Page(s) 1–49, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3604905

The Best of Both Worlds: Combining Learned Embeddings with Engineered Features for Accurate Prediction of Correct Patches

Author(s): Haoye Tian, Kui Liu, Yinghua Li, Abdoul Kader Kaboré, Anil Koyuncu, Andrew Habib, Li Li, Junhao Wen, Jacques Klein, Tegawendé F. Bissyandé
Published in: ACM Transactions on Software Engineering and Methodology, Issue 32, 2023, Page(s) 1-34, ISSN 1049-331X
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3576039

Where were the repair ingredients for Defects4j bugs?Exploring the impact of repair ingredient retrieval on the performance of 24 program repair systems

Author(s): Deheng Yang, Kui Liu, Dongsun Kim, Anil Koyuncu, Kisub Kim, Haoye Tian, Yan Lei, Xiaoguang Mao, Jacques Klein, Tegawendé F. Bissyandé
Published in: Empirical Software Engineering, Issue 26, 2021, ISSN 1382-3256
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10664-021-10003-7

Reliable Fix Patterns Inferred from Static Checkers for Automated Program Repair

Author(s): Kui Liu, Jingtang Zhang, Li Li, Anil Koyuncu, Dongsun Kim, Chunpeng Ge, Zhe Liu, Jacques Klein, Tegawendé F. Bissyandé
Published in: ACM Transactions on Software Engineering and Methodology, Issue 32, 2023, Page(s) 1-38, ISSN 1049-331X
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3579637

GraphPrior: Mutation-based Test Input Prioritization for Graph Neural Networks

Author(s): Xueqi Dang; Yinghua Li; Mike Papadakis; Jacques Klein; Tegawendé F. Bissyandé; Yves Le Traon
Published in: ACM Transactions on Software Engineering and Methodology, Issue 33, 2023, Page(s) 1-40, ISSN 1049-331X
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3607191

iBiR: Bug-report-driven Fault Injection

Author(s): Ahmed Khanfir, Anil Koyuncu, Mike Papadakis, Maxime Cordy, Tegawende F. Bissyandé, Jacques Klein, Yves Le Traon
Published in: ACM Transactions on Software Engineering and Methodology, Issue 32, 2023, ISSN 1049-331X
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3542946

DigBug—Pre/post-processing operator selection for accurate bug localization

Author(s): Kisub Kim, Sankalp Ghatpande, Kui Liu, Anil Koyuncu, Dongsun Kim, Tegawendé F. Bissyandé, Jacques Klein, Yves LeTraon
Published in: Journal of Systems and Software, Issue 01641212, 2022, ISSN 0164-1212
Publisher: Elsevier BV
DOI: 10.1016/j.jss.2022.111300

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