519 citations · 1.1k across the 13 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.SI2020★ 42 cited
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources
Xiao Wang, Deyu Bo, Chuan Shi +3
Heterogeneous graphs (HGs) also known as heterogeneous information networks have become ubiquitous in real-world scenarios; therefore, HG embedding, which aims to learn representat…
cs.LG2020★ 492 cited
AM-GCN: Adaptive Multi-channel Graph Convolutional Networks
Xiao Wang, Meiqi Zhu, Deyu Bo +3
Graph Convolutional Networks (GCNs) have gained great popularity in tackling various analytics tasks on graph and network data. However, some recent studies raise concerns about wh…
cs.LG2020★ 519 cited
Structural Deep Clustering Network
Deyu Bo, Xiao Wang, Chuan Shi +3
Clustering is a fundamental task in data analysis. Recently, deep clustering, which derives inspiration primarily from deep learning approaches, achieves state-of-the-art performan…