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From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach.
Tuan Nguyen
Tan M. Nguyen
Hirotada Honda
Takashi Sano
Vinh Nguyen
Shugo Nakamura
Published in:
CoRR (2023)
Keyphrases
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neural network
probabilistic model
theoretical framework
bipartite graph
objective function
pattern recognition
computational model
neural network model
high level
prior knowledge
probability distribution
directed graph
diffusion process