Understanding the Relationship between Over-smoothing and Over-squashing in Graph Neural Networks.
Jhony H. GiraldoFragkiskos D. MalliarosThierry BouwmansPublished in: CoRR (2022)
Keyphrases
- neural network
- pattern recognition
- graph model
- fuzzy logic
- graph theory
- artificial neural networks
- graph structure
- random walk
- graph theoretic
- multilayer perceptron
- fault diagnosis
- bipartite graph
- neural nets
- feed forward
- graph representation
- graph matching
- rule extraction
- graph data
- smoothing algorithm
- multi layer
- neural network model
- structured data
- image segmentation
- genetic algorithm
- information retrieval