From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation.
Songyang ZhangHan ZhangShuguang CuiZhi DingPublished in: CoRR (2020)
Keyphrases
- average degree
- edge weights
- betweenness centrality
- directed graph
- multi fractal
- undirected graph
- phase transition
- complex networks
- weighted graph
- network size
- power spectrum
- labeled graphs
- fully connected
- wavelet transform
- social networks
- minimum weight
- approximation algorithms
- bipartite graph
- denoising
- graph structure
- random walk
- vertex set
- small world
- spanning tree
- directed edges
- numerical calculation
- shortest path
- graph theoretic
- community discovery
- connected components
- neural network
- graph representation
- network structure
- attributed graphs
- multiresolution
- feature extraction
- graph layout
- graph theory
- graph model
- posterior marginals
- min sum
- strongly connected
- graphical models