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05/31/2023
Graph Entropy Minimization for Semi-supervised Node Classification
Node classifiers are required to comprehensively reduce prediction error...
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11/19/2022
Unifying Label-inputted Graph Neural Networks with Deep Equilibrium Models
For node classification, Graph Neural Networks (GNN) assign predefined l...
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06/16/2021
Distilling Self-Knowledge From Contrastive Links to Classify Graph Nodes Without Passing Messages
Nowadays, Graph Neural Networks (GNNs) following the Message Passing par...
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02/10/2021