Robustness of Graph Neural Networks at Scale.
Simon GeislerTobias SchmidtHakan SirinDaniel ZügnerAleksandar BojchevskiStephan GünnemannPublished in: NeurIPS (2021)
Keyphrases
- neural network
- graph representation
- graph structure
- pattern recognition
- graph theory
- artificial neural networks
- fuzzy logic
- random walk
- connected components
- graph theoretic
- graph model
- back propagation
- geometric and photometric transformations
- graph databases
- multi layer
- genetic algorithm
- scale space
- graph matching
- data sets
- graph search
- fuzzy systems
- directed graph
- bipartite graph
- recurrent neural networks
- computational efficiency
- weighted graph
- self organizing maps
- link analysis
- small scale
- expert systems
- spanning tree
- graph partitioning
- image processing
- graph construction
- graph based algorithm
- neural network model