Graph Convolutional Networks With Adaptive Neighborhood Awareness

Graph convolutional networks (GCNs) can quickly and accurately learn graph representations and have shown powerful performance in many graph learning domains. Despite their effectiveness, neighborhood awareness remains essential and challenging for GCNs. Existing methods usually perform neighborhood...

Description complète

Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 11 vom: 19. Nov., Seite 7392-7404
Auteur principal: Guang, Mingjian (Auteur)
Autres auteurs: Yan, Chungang, Xu, Yuhua, Wang, Junli, Jiang, Changjun
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article