47 citations · 49 across the 3 of their papers we have counts for
3 papers
cs.SI2020★ 47 cited
GloDyNE: Global Topology Preserving Dynamic Network Embedding
Chengbin Hou, Han Zhang, Shan He +1
Learning low-dimensional topological representation of a network in dynamic environments is attracting much attention due to the time-evolving nature of many real-world networks. T…
eess.SP2020★ 2 cited
From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation
Songyang Zhang, Han Zhang, Shuguang Cui +1
Graph convolutional networks (GCN) have been recently utilized to extract the underlying structures of datasets with some labeled data and high-dimensional features. Existing GCNs…
cs.MA2019
MANELA: A Multi-Agent Algorithm for Learning Network Embeddings
Han Zhang, Hong Xu
Playing an essential role in data mining, machine learning has a long history of being applied to networks on multifarious tasks and has played an essential role in data mining. Ho…