Node Similarity Preserving Graph Convolutional Networks.
Wei JinTyler DerrYiqi WangYao MaZitao LiuJiliang TangPublished in: CoRR (2020)
Keyphrases
- overlapping communities
- edge weights
- graph structure
- betweenness centrality
- directed graph
- average degree
- degree distribution
- neighboring nodes
- graph structures
- undirected graph
- densely connected
- small world networks
- path length
- heterogeneous social networks
- source node
- similarity graph
- complex networks
- graph theory
- social networks
- bipartite graph
- weighted graph
- network structure
- similarity measure
- shortest path
- small world
- similarity function
- similarity scores
- real world networks
- community discovery
- power law
- connected components
- community structure
- root node
- random walk
- inexact graph matching
- nodes of a graph
- graph layout
- distance function
- graph partitioning
- distance measure
- social network analysis
- euclidean distance
- deep learning
- spanning tree
- community detection
- network nodes
- fully connected
- directed acyclic graph
- graph clustering