Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness.
Francesco CampiLukas GoschTom WollschlägerYan ScholtenStephan GünnemannPublished in: CoRR (2023)
Keyphrases
- neural network
- pattern recognition
- graph theory
- random walk
- neural network model
- graph theoretic
- graph representation
- graph structure
- self organizing maps
- structured data
- fuzzy logic
- genetic algorithm
- similarity measure
- graph matching
- graph model
- weighted graph
- directed graph
- data sets
- graph partitioning
- bipartite graph
- multi agent
- graph mining
- computational properties
- logic programs
- rule extraction
- multi layer
- artificial neural networks
- recurrent neural networks
- feed forward
- connected components
- computational efficiency
- graphical models