Jing Kai Siow

Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

Yaqin Zhou, Shangqing Liu, Jing Kai Siow et al. · arXiv (Cornell University) · 2019 · 151 citations · Full text

Comprehensive Program Semantics, Engineering, Machine Learning +26

Retrieval-Augmented Generation for Code Summarization via Hybrid GNN

Shangqing Liu, Yu Chen, Xiaofei Xie et al. · arXiv (Cornell University) · 2020 · 68 citations · Full text

Engineering, Source Code Summarization, Hybrid Gnn +19

SPI: Automated Identification of Security Patches via Commits

Yaqin Zhou, Jing Kai Siow, Chenyu Wang et al. · ACM Transactions on Software Engineering and Methodology · 2021 · 56 citations

Software Maintenance, Engineering, Information Security +19

CORE: Automating Review Recommendation for Code Changes

Jing Kai Siow, Cuiyun Gao, Lingling Fan et al. · 2020 · 49 citations

Software Maintenance, Llm Fine-tuning, Engineering +22

Learning Program Semantics with Code Representations: An Empirical Study

Jing Kai Siow, Shangqing Liu, Xiaofei Xie et al. · 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) · 2022 · 45 citations

Software Maintenance, Engineering, Clone Detection +23