The Surprising Power of Graph Neural Networks with Random Node Initialization.
Ralph AbboudIsmail Ilkan CeylanMartin GroheThomas LukasiewiczPublished in: CoRR (2020)
Keyphrases
- neural network
- graph structure
- directed graph
- undirected graph
- pattern recognition
- edge weights
- power consumption
- nodes of a graph
- finding the shortest path
- neural network model
- random walk
- bipartite graph
- graph representation
- root node
- overlapping communities
- artificial neural networks
- graph theory
- structured data
- tree structure
- back propagation
- strongly connected
- graph theoretic
- neural nets
- graph model
- feed forward
- fuzzy logic
- decision trees
- spanning tree
- multilayer perceptron
- community discovery
- connected components
- genetic algorithm