Higher-order Graph Convolutional Networks.
John Boaz LeeRyan A. RossiXiangnan KongSungchul KimEunyee KohAnup RaoPublished in: CoRR (2018)
Keyphrases
- higher order
- random walk
- high order
- graph structures
- structured data
- fully connected
- edge weights
- graph model
- graph theoretic
- graph representation
- degree distribution
- network analysis
- graph structure
- graph theory
- directed graph
- average degree
- structural patterns
- community discovery
- low order
- bipartite graph
- overlapping communities
- graph matching
- sparse coding
- highly connected
- pairwise
- higher order relations
- social graphs
- directed edges
- neural network
- deep learning
- graph mining
- weighted graph
- conditional random fields
- natural images
- social networks
- protein interaction networks
- small world
- network size
- biological networks
- citation networks
- graph partitioning
- betweenness centrality
- network structure
- markov random field
- unsupervised feature learning