Tuple Packing: Efficient Batching of Small Graphs in Graph Neural Networks.
Mario Michael KrellManuel LopezSreenidhi AnandHatem HelalAndrew William FitzgibbonPublished in: CoRR (2022)
Keyphrases
- neural network
- graph representation
- graph matching
- graph theoretic
- graph structure
- graph theory
- graph model
- directed graph
- graph structures
- graph databases
- graph clustering
- graph search
- graph mining
- subgraph isomorphism
- proximity search
- maximal cliques
- adjacency matrix
- random walk
- series parallel
- random graphs
- pattern recognition
- minimum spanning tree
- weighted graph
- bipartite graph
- neighborhood graph
- evolving graphs
- graph transformation
- graph classification
- labeled graphs
- graph isomorphism
- inexact graph matching
- artificial neural networks
- graph drawing
- real world graphs
- query graph
- undirected graph
- graph partitioning
- web graph
- graph data
- graph construction