Can graph neural networks count substructures?
Zhengdao ChenLei ChenSoledad VillarJoan BrunaPublished in: CoRR (2020)
Keyphrases
- neural network
- graph mining
- structured data
- graph databases
- substructure discovery
- pattern recognition
- directed graph
- structural patterns
- graph theory
- graph data
- artificial neural networks
- graph structure
- weighted graph
- graph model
- data structure
- self organizing maps
- neural network model
- stable set
- graph partitioning
- random walk
- bipartite graph
- neural nets
- connected components
- network architecture
- spanning tree
- fault diagnosis
- multi layer perceptron
- information extraction
- graph construction