Learning Topological Representation for Networks via Hierarchical Sampling

Guoji Fu, Chengbin Hou, Xin Yao

Attributed Network Embedding for Incomplete Attributed Networks

Chengbin Hou, Shan He, Ke Tang

DynWalks: Global Topology and Recent Changes Awareness Dynamic Network Embedding

Chengbin Hou, Han Zhang, Ke Tang +1

DynWalks is a dynamic network embedding method that efficiently updates node representations by selecting nodes to balance global topology preservation and recent changes, achievin…