Siow, Jingkai

1. Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
   2019/09/08 by Zhou, Yaqin, Liu, Shangqing, Siow, Jingkai +2 · 43 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software Engineering (cs.SE)
2. Retrieval-Augmented Generation for Code Summarization via Hybrid GNN
   2020/06/09 by Shangqing Liu, Liu, Shangqing, Yu Chen +7 · 5 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
3. GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search
   2021/11/04 by Shangqing Liu, Liu, Shangqing, Xiaofei Xie +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
4. Enhancing Security Patch Identification by Capturing Structures in Commits
   2022/07/19 by Wu, Bozhi, Liu, Shangqing, Feng, Ruitao +3 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences