SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair Z Chen, S Kommrusch, M Tufano, LN Pouchet, D Poshyvanyk, ... IEEE Transactions on Software Engineering 47 (9), 1943-1959, 2019 | 509 | 2019 |
Neural transfer learning for repairing security vulnerabilities in c code Z Chen, S Kommrusch, M Monperrus IEEE Transactions on Software Engineering 49 (1), 147-165, 2022 | 123 | 2022 |
A literature study of embeddings on source code Z Chen, M Monperrus arXiv preprint arXiv:1904.03061, 2019 | 111 | 2019 |
Learning to fix build errors with graph2diff neural networks D Tarlow, S Moitra, A Rice, Z Chen, PA Manzagol, C Sutton, E Aftandilian Proceedings of the IEEE/ACM 42nd international conference on software …, 2020 | 79 | 2020 |
Multimodal representation for neural code search J Gu, Z Chen, M Monperrus 2021 IEEE International Conference on Software Maintenance and Evolution …, 2021 | 50 | 2021 |
The codrep machine learning on source code competition Z Chen, M Monperrus arXiv preprint arXiv:1807.03200, 2018 | 38 | 2018 |
The remarkable role of similarity in redundancy-based program repair Z Chen, M Monperrus arXiv preprint arXiv:1811.05703, 2018 | 37 | 2018 |
PLUR: A unifying, graph-based view of program learning, understanding, and repair Z Chen, VJ Hellendoorn, P Lamblin, P Maniatis, PA Manzagol, D Tarlow, ... Advances in Neural Information Processing Systems 34, 23089-23101, 2021 | 33 | 2021 |
A software-repair robot based on continual learning B Baudry, Z Chen, K Etemadi, H Fu, D Ginelli, S Kommrusch, M Martinez, ... IEEE Software 38 (4), 28-35, 2021 | 18 | 2021 |
Learning the relation between code features and code transforms with structured prediction Z Yu, M Martinez, Z Chen, TF Bissyandé, M Monperrus IEEE Transactions on Software Engineering 49 (7), 3872-3900, 2023 | 14 | 2023 |
Using sequence-to-sequence learning for repairing C vulnerabilities Z Chen, S Kommrusch, M Monperrus arXiv preprint arXiv:1912.02015, 2019 | 8 | 2019 |
Supersonic: Learning to generate source code optimizations in C/C++ Z Chen, S Fang, M Monperrus IEEE Transactions on Software Engineering, 2024 | 6 | 2024 |
PreciseBugCollector: Extensible, Executable and Precise Bug-Fix Collection: Solution for Challenge 8: Automating Precise Data Collection for Code Snippets with Bugs, Fixes … Y He, Z Chen, C Le Goues 2023 38th IEEE/ACM International Conference on Automated Software …, 2023 | 2 | 2023 |
MuRS: Mutant Ranking and Suppression using Identifier Templates Z Chen, M Salawa, M Vijayvergiya, G Petrović, M Ivanković, R Just Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 1 | 2023 |
Source Code Representations of Deep Learning for Program Repair Z Chen KTH Royal Institute of Technology, 2023 | | 2023 |
R-Hero: A Software Repair Bot based on Continual Learning. B Baudry, Z Chen, K Etemadi, H Fu, D Ginelli, S Kommrusch, M Martinez, ... CoRR, 2020 | | 2020 |