8 citations · 8 across the 1 of their papers we have counts for
3 papers
cs.SI2019
DynWalks: Global Topology and Recent Changes Awareness Dynamic Network Embedding
Chengbin Hou, Han Zhang, Ke Tang +1
Learning topological representation of a network in dynamic environments has recently attracted considerable attention due to the time-evolving nature of many real-world networks i…
cs.SI2019★ 8 cited
Learning Topological Representation for Networks via Hierarchical Sampling
Guoji Fu, Chengbin Hou, Xin Yao
The topological information is essential for studying the relationship between nodes in a network. Recently, Network Representation Learning (NRL), which projects a network into a…
cs.SI2018
Attributed Network Embedding for Incomplete Attributed Networks
Chengbin Hou, Shan He, Ke Tang
Attributed networks are ubiquitous since a network often comes with auxiliary attribute information e.g. a social network with user profiles. Attributed Network Embedding (ANE) has…