| 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, 10197-10207, 2019 | 1486 | 2019 |
| Retrieval-augmented generation for code summarization via hybrid gnn S Liu, Y Chen, X Xie, J Siow, Y Liu International Conference on Learning Representations, 2020 | 250* | 2020 |
| Exploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study Q Guo, J Cao, X Xie, S Liu, X Li, B Chen, X Peng The 46th International Conference on Software Engineering, 2023 | 180 | 2023 |
| The scope of chatgpt in software engineering: A thorough investigation W Ma, S Liu, W Wang, Q Hu, Y Liu, C Zhang, L Nie, Y Liu arXiv preprint arXiv:2305.12138, 2023 | 169* | 2023 |
| Atom: Commit message generation based on abstract syntax tree and hybrid ranking S Liu, C Gao, S Chen, LY Nie, Y Liu IEEE Transactions on Software Engineering 48 (5), 1800-1817, 2020 | 142 | 2020 |
| DeepCount: Crowd counting with Wi-Fi using deep learning Y Zhao, S Liu, F Xue, B Chen, X Chen Journal of Communications and Information Networks 4 (3), 38-52, 2019 | 123* | 2019 |
| Badedit: Backdooring large language models by model editing Y Li, T Li, K Chen, J Zhang, S Liu, W Wang, T Zhang, Y Liu International Conference on Learning Representations, 2024 | 116 | 2024 |
| 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 | 99 | 2021 |
| Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications W Ma, D Wu, Y Sun, T Wang, S Liu, J Zhang, Y Xue, Y Liu The 47th International Conference on Software Engineering, 2024 | 95 | 2024 |
| 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, 2021 | 95 | 2021 |
| ContraBERT: Enhancing Code Pre-trained Models via Contrastive Learning S Liu, B Wu, X Xie, G Meng, Y Liu The 45th IEEE/ACM International Conference on Software Engineering, 2023 | 94 | 2023 |
| SpecGen: Automated Generation of Formal Program Specifications via Large Language Models L Ma, S Liu, Y Li, X Xie, L Bu The 47th International Conference on Software Engineering, 2024 | 75 | 2024 |
| WiCount: A deep learning approach for crowd counting using WiFi signals S Liu, Y Zhao, B Chen 2017 IEEE International Symposium on Parallel and Distributed Processing …, 2017 | 75 | 2017 |
| 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 | 72 | 2022 |
| Multi-target Backdoor Attacks for Code Pre-trained Models Y Li, S Liu, K Chen, X Xie, T Zhang, Y Liu The 61st Annual Meeting of the Association for Computational Linguistics., 2023 | 68 | 2023 |
| Domain Adaptive Code Completion via Language Models and Decoupled Domain Databases Z Tang, J Ge, S Liu, T Zhu, T Xu, L Huang, B Luo The 38th IEEE/ACM International Conference on Automated Software Engineering, 2023 | 55 | 2023 |
| Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics Capacities W Ma, S Liu, M Zhao, Q Hu, J Zhang, W Wang, Y Liu ACM Transactions on Software Engineering and Methodology, 2024 | 51* | 2024 |
| 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 | 49 | 2022 |
| Contrastrepair: Enhancing conversation-based automated program repair via contrastive test case pairs J Kong, M Cheng, X Xie, S Liu, X Du, Q Guo ACM Transactions on Software Engineering and Methodology, 2024 | 48 | 2024 |
| TransRepair: Context-aware Program Repair for Compilation Errors X Li, S Liu, R Feng, G Meng, X Xie, K Chen, Y Liu The 37th ACM/IEEE International Conference on Automated Software Engineering, 2022 | 43 | 2022 |
Yang LiuNanyang Technological UniversityVerified email at ntu.edu.sg
