Shangqing Liu

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

Yaqin Zhou, Shangqing Liu, Jingkai Siow et al. · arXiv (Cornell University) · 2019 · 361 citations · Full text

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

Exploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study

Qi Guo, Junming Cao, Xiaofei Xie et al. · 2024 · 100 citations · Full text

Software Maintenance, Engineering, Software Engineering +28

ATOM: Commit Message Generation Based on Abstract Syntax Tree and Hybrid Ranking

Shangqing Liu, Cuiyun Gao, Sen Chen et al. · IEEE Transactions on Software Engineering · 2020 · 85 citations

Software Maintenance, Commit Message Generation, Engineering +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