Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials.
Mingguo HeZhewei WeiShikun FengZhengjie HuangWeibin LiYu SunDianhai YuPublished in: CoRR (2023)
Keyphrases
- graph representation
- spectral methods
- directed graph
- spectral decomposition
- spectral analysis
- graph structure
- graph theory
- bipartite graph
- real world
- normalized cut
- graph model
- weighted graph
- connected components
- positive and negative
- graph matching
- laplacian matrix
- directed acyclic graph
- structured data
- graph theoretic
- random walk
- neural network
- low order
- adjacency matrix
- graph laplacian
- lagrange interpolation
- graph based algorithm
- dependency graph
- spectral graph partitioning
- graph construction
- graph data
- graph partitioning
- undirected graph
- link analysis
- fourier transform
- complex networks
- signal processing