Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting.
Giorgos BouritsasFabrizio FrascaStefanos ZafeiriouMichael M. BronsteinPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
- subgraph isomorphism
- neural network
- graph matching
- graph databases
- graph isomorphism
- weighted graph
- graph pattern matching
- maximum common subgraph
- graph mining
- search tree
- edit distance
- graph matching algorithm
- graph patterns
- pattern recognition
- graph data
- frequent subgraphs
- query graph
- random walk
- graph structure
- pattern mining
- graph theoretic
- hard problems
- shortest path
- data mining