32 citations · 84 across the 16 of their papers we have counts for
4 papers · 1 filter
Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
Jing Ren, Feng Xia, Azadeh Noori Hoshyar +1
Anomaly analytics is a popular and vital task in various research contexts, which has been studied for several decades. At the same time, deep learning has shown its capacity in so…
Detecting Outlier Patterns with Query-based Artificially Generated Searching Conditions
Shuo Yu, Feng Xia, Yuchen Sun +3
In the age of social computing, finding interesting network patterns or motifs is significant and critical for various areas such as decision intelligence, intrusion detection, med…
CHIEF: Clustering with Higher-order Motifs in Big Networks
Feng Xia, Shuo Yu, Chengfei Liu +1
Clustering a group of vertices in networks facilitates applications across different domains, such as social computing and Internet of Things. However, challenges arises for cluste…
Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks
Xiangtai Chen, Tao Tang, Jing Ren +3
With the explosive growth of new graduates with research degrees every year, unprecedented challenges arise for early-career researchers to find a job at a suitable institution. Th…