AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis. - Guozhu Meng; Yinxing Xue; Jing Kai Siow; Ting Su 001; Annamalai Narayanan; Yang Liu 003 (CoRR, 2017)

Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks. - Yaqin Zhou; Shangqing Liu; Jing Kai Siow; Xiaoning Du 001; Yang Liu 003 (NeurIPS, 2019)

CORE: Automating Review Recommendation for Code Changes. - Jing Kai Siow; Cuiyun Gao 001; Lingling Fan 003; Sen Chen 001; Yang Liu 003 (SANER, 2020)

Automatic Code Summarization via Multi-dimensional Semantic Fusing in GNN. - Shangqing Liu; Yu Chen; Xiaofei Xie; Jing Kai Siow; Yang Liu 003 (CoRR, 2020)

Retrieval-Augmented Generation for Code Summarization via Hybrid GNN. - Shangqing Liu; Yu Chen; Xiaofei Xie; Jing Kai Siow; Yang Liu 003 (ICLR, 2021)

GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search. - Shangqing Liu; Xiaofei Xie; Lei Ma 003; Jing Kai Siow; Yang Liu 003 (CoRR, 2021)

Learning Program Semantics with Code Representations: An Empirical Study. - Jing Kai Siow; Shangqing Liu; Xiaofei Xie; Guozhu Meng; Yang Liu 003 (SANER, 2022)

Enhancing Security Patch Identification by Capturing Structures in Commits. - Bozhi Wu; Shangqing Liu; Ruitao Feng; Xiaofei Xie; Jing Kai Siow; Shang-Wei Lin 001 (CoRR, 2022)

SPI: Automated Identification of Security Patches via Commits. - Yaqin Zhou; Jing Kai Siow; Chenyu Wang; Shangqing Liu; Yang Liu 003 (ACM Trans. Softw. Eng. Methodol., 2022)

Leveraging deep learning techniques to secure software development - Jing Kai Siow (2022)

GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search. - Shangqing Liu; Xiaofei Xie; Jing Kai Siow; Lei Ma 003; Guozhu Meng; Yang Liu 003 (IEEE Trans. Software Eng., 2023)

Ratchet: Retrieval Augmented Transformer for Program Repair. - Jian Wang 067; Shangqing Liu; Xiaofei Xie; Jingkai Siow; Kui Liu; Yi Li 008 (ISSRE, 2024)