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How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing.
Keke Huang
Yu Guang Wang
Ming Li
Pietro Liò
Published in:
CoRR (2024)
Keyphrases
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spectral graph
neural network
theoretic framework
graph partitioning
multiscale
spectral graph partitioning
pattern recognition
similarity matrix
image processing
pairwise
basis functions
group method of data handling