152 citations · 233 across the 8 of their papers we have counts for
3 papers · 1 filter
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications
Hongyun Cai, Vincent W. Zheng, Kevin Chen-Chuan Chang
Graph is an important data representation which appears in a wide diversity of real-world scenarios. Effective graph analytics provides users a deeper understanding of what is behi…
Active Learning for Graph Embedding
Hongyun Cai, Vincent W. Zheng, Kevin Chen-Chuan Chang
Graph embedding provides an efficient solution for graph analysis by converting the graph into a low-dimensional space which preserves the structure information. In contrast to the…
From Community Detection to Community Profiling
Hongyun Cai, Vincent W. Zheng, Fanwei Zhu +2
Most existing community-related studies focus on detection, which aim to find the community membership for each user from user friendship links. However, membership alone, without…