101 citations · 295 across the 14 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CR2021★ 8 cited
HAWK: Rapid Android Malware Detection through Heterogeneous Graph Attention Networks
Yiming Hei, Renyu Yang, Hao Peng +6
Android is undergoing unprecedented malicious threats daily, but the existing methods for malware detection often fail to cope with evolving camouflage in malware. To address this…
cs.SI2021
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks
Hao Peng, Jianxin Li, Yangqiu Song +4
Events are happening in real-world and real-time, which can be planned and organized for occasions, such as social gatherings, festival celebrations, influential meetings or sports…
cs.LG2021★ 20 cited
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks
Hao Peng, Ruitong Zhang, Yingtong Dou +3
Graph Neural Networks (GNNs) have been widely used for the representation learning of various structured graph data. While promising, most existing GNNs oversimplified the complexi…