Digraphwave: Scalable Extraction of Structural Node Embeddings via Diffusion on Directed Graphs.
Ciwan CeylanKambiz GhoorchianDanica KragicPublished in: CoRR (2022)
Keyphrases
- directed graph
- random walk
- undirected graph
- graph structure
- dimensionality reduction
- structural information
- anisotropic diffusion
- directed acyclic graph
- strongly connected
- distance measure
- manifold learning
- disjoint paths
- learning algorithm
- graph structures
- structural analysis
- diffusion process
- web graph
- information extraction
- leaf nodes
- information diffusion
- graphical models
- special case