Understanding the Relationship between Over-smoothing and Over-squashing in Graph Neural Networks.

Jhony H. Giraldo Fragkiskos D. Malliaros Thierry Bouwmans

Published 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