Label Efficient Regularization and Propagation for Graph Node Classification

An enhanced label propagation (LP) method called GraphHop was proposed recently. It outperforms graph convolutional networks (GCNs) in the semi-supervised node classification task on various networks. Although the performance of GraphHop was explained intuitively with joint node attribute and label...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 12 vom: 30. Dez., Seite 14856-14871
1. Verfasser: Xie, Tian (VerfasserIn)
Weitere Verfasser: Kannan, Rajgopal, Kuo, C-C Jay
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article