Direction Aware Positional and Structural Encoding for Directed Graph Neural Networks.
Yonas SiumGeorgios KolliasTsuyoshi IdéPayel DasNaoki AbeAurélie C. LozanoQi LiPublished in: ICASSP (2023)
Keyphrases
- directed graph
- neural network
- random walk
- pattern recognition
- shortest path problem
- structural information
- undirected graph
- genetic algorithm
- artificial neural networks
- back propagation
- graph structure
- directed acyclic graph
- web graph
- graph properties
- maximum flow
- graph structures
- multilayer perceptron
- fuzzy logic
- recurrent neural networks
- neural network model
- connected components
- strongly connected
- dynamic programming