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ORCIDJing Kai Siow
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2020 – today
- 2023
[j2]Shangqing Liu
, Xiaofei Xie, Jing Kai Siow, Lei Ma, Guozhu Meng, Yang Liu:
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search. IEEE Trans. Software Eng. 49(4): 2839-2855 (2023)- 2022
- [b1]Jing Kai Siow:
Leveraging deep learning techniques to secure software development. Nanyang Technological University, Singapore, 2022 - [j1]Yaqin Zhou, Jing Kai Siow, Chenyu Wang, Shangqing Liu, Yang Liu:
SPI: Automated Identification of Security Patches via Commits. ACM Trans. Softw. Eng. Methodol. 31(1): 13:1-13:27 (2022) - [c4]Jing Kai Siow, Shangqing Liu, Xiaofei Xie, Guozhu Meng, Yang Liu:
Learning Program Semantics with Code Representations: An Empirical Study. SANER 2022: 554-565 - [i8]Jing Kai Siow, Shangqing Liu, Xiaofei Xie, Guozhu Meng, Yang Liu:
Learning Program Semantics with Code Representations: An Empirical Study. CoRR abs/2203.11790 (2022) - [i7]Bozhi Wu, Shangqing Liu, Ruitao Feng, Xiaofei Xie, Jing Kai Siow, Shang-Wei Lin:
Enhancing Security Patch Identification by Capturing Structures in Commits. CoRR abs/2207.09022 (2022) - 2021
- [c3]Shangqing Liu, Yu Chen, Xiaofei Xie, Jing Kai Siow, Yang Liu:
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN. ICLR 2021 - [i6]Yaqin Zhou, Jing Kai Siow, Chenyu Wang, Shangqing Liu, Yang Liu:
SPI: Automated Identification of Security Patches via Commits. CoRR abs/2105.14565 (2021) - [i5]Shangqing Liu, Xiaofei Xie, Lei Ma, Jing Kai Siow, Yang Liu:
GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search. CoRR abs/2111.02671 (2021) - 2020
- [c2]Jing Kai Siow, Cuiyun Gao, Lingling Fan, Sen Chen, Yang Liu:
CORE: Automating Review Recommendation for Code Changes. SANER 2020: 284-295 - [i4]Shangqing Liu, Yu Chen, Xiaofei Xie, Jing Kai Siow, Yang Liu:
Automatic Code Summarization via Multi-dimensional Semantic Fusing in GNN. CoRR abs/2006.05405 (2020)
2010 – 2019
- 2019
- [c1]Yaqin Zhou, Shangqing Liu, Jing Kai Siow, Xiaoning Du, Yang Liu:
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks. NeurIPS 2019: 10197-10207 - [i3]Yaqin Zhou, Shangqing Liu, Jing Kai Siow, Xiaoning Du, Yang Liu:
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks. CoRR abs/1909.03496 (2019) - [i2]Jing Kai Siow, Cuiyun Gao, Lingling Fan, Sen Chen, Yang Liu:
CORE: Automating Review Recommendation for Code Changes. CoRR abs/1912.09652 (2019) - 2017
- [i1]Guozhu Meng, Yinxing Xue, Jing Kai Siow, Ting Su, Annamalai Narayanan, Yang Liu:
AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis. CoRR abs/1711.07451 (2017)
Coauthor Index
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