151 citations · 400 across the 24 of their papers we have counts for
3 papers · 1 filter
ATOM: Commit Message Generation Based on Abstract Syntax Tree and Hybrid Ranking
Shangqing Liu, Cuiyun Gao, Sen Chen +2
Commit messages record code changes (e.g., feature modifications and bug repairs) in natural language, and are useful for program comprehension. Due to the frequent updates of soft…
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
Yaqin Zhou, Shangqing Liu, Jingkai Siow +2
Vulnerability identification is crucial to protect the software systems from attacks for cyber security. It is especially important to localize the vulnerable functions among the s…
DeepCount: Crowd Counting with WiFi via Deep Learning
Shangqing Liu, Yanchao Zhao, Fanggang Xue +2
Recently, the research of wireless sensing has achieved more intelligent results, and the intelligent sensing of human location and activity can be realized by means of WiFi device…