| Devign: Effective vulnerability identification by learning comprehensive program semantics via graph neural networks Y Zhou, S Liu, J Siow, X Du, Y Liu Advances in neural information processing systems 32, 2019 | 699 | 2019 |
| Retrieval-augmented generation for code summarization via hybrid gnn S Liu, Y Chen, X Xie, J Siow, Y Liu arXiv preprint arXiv:2006.05405, 2020 | 137 | 2020 |
| Core: Automating review recommendation for code changes JK Siow, C Gao, L Fan, S Chen, Y Liu 2020 IEEE 27th International Conference on Software Analysis, Evolution and …, 2020 | 49 | 2020 |
| Spi: Automated identification of security patches via commits Y Zhou, JK Siow, C Wang, S Liu, Y Liu ACM Transactions on Software Engineering and Methodology (TOSEM) 31 (1), 1-27, 2021 | 48 | 2021 |
| Graphsearchnet: Enhancing gnns via capturing global dependencies for semantic code search S Liu, X Xie, J Siow, L Ma, G Meng, Y Liu IEEE Transactions on Software Engineering, 2023 | 45 | 2023 |
| Learning program semantics with code representations: An empirical study JK Siow, S Liu, X Xie, G Meng, Y Liu 2022 IEEE International Conference on Software Analysis, Evolution and …, 2022 | 39 | 2022 |
| Enhancing security patch identification by capturing structures in commits B Wu, S Liu, R Feng, X Xie, J Siow, SW Lin IEEE Transactions on Dependable and Secure Computing, 2022 | 24 | 2022 |
| Automatic code summarization via multi-dimensional semantic fusing in GNN S Liu, Y Chen, X Xie, JK Siow, Y Liu arXiv preprint arXiv:2006.05405, 2020 | 24 | 2020 |
| Androvault: Constructing knowledge graph from millions of android apps for automated analysis G Meng, Y Xue, JK Siow, T Su, A Narayanan, Y Liu arXiv preprint arXiv:1711.07451, 2017 | 18 | 2017 |
| Leveraging deep learning techniques to secure software development JK Siow Nanyang Technological University, 2022 | | 2022 |
Yang LiuNanyang Technological UniversityVerified email at ntu.edu.sg
