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Shangqing Liu
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Year
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
6402019
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
147*2020
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
852020
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
75*2019
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
512017
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
442021
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
412021
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
372022
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
322023
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
222023
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
222022
Do different cross‐project defect prediction methods identify the same defective modules?
X Chen, Y Mu, Y Qu, C Ni, M Liu, T He, S Liu
Journal of Software: Evolution and Process 32 (5), e2234, 2020
202020
Device-free secure interaction with hand gestures in WiFi-enabled IoT environment
Y Zhao, R Gao, S Liu, L Xie, J Wu, H Tu, B Chen
IEEE Internet of Things Journal 8 (7), 5619-5631, 2020
172020
TransRepair: Context-aware Program Repair for Compilation Errors
X Li, S Liu, R Feng, G Meng, X Xie, K Chen, Y Liu
Proceedings of the 37th ACM/IEEE International Conference on Automated …, 2022
152022
Evaluating AIGC Detectors on Code Content
J Wang, S Liu, X Xie, Y Li
arXiv preprint arXiv:2304.05193, 2023
122023
A unified framework to learn program semantics with graph neural networks
S Liu
Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020
122020
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
112023
Commitbart: A large pre-trained model for github commits
S Liu, Y Li, X Xie, Y Liu
arXiv preprint arXiv:2208.08100, 2022
112022
Learning Program Representations with a Tree-Structured Transformer
W Wang, K Zhang, G Li, S Liu, A Li, Z Jin, Y Liu
2023 IEEE International Conference on Software Analysis, Evolution and …, 2023
8*2023
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
62023
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