DREAM : A Dual Variational Framework for Unsupervised Graph Domain Adaptation

Graph classification has been a prominent problem in graph machine learning fields. This problem has been investigated by leveraging message passing neural networks (MPNNs) to learn powerful graph representations. However, MPNNs extract topological semantics implicitly under label supervision, which...

Description complète

Détails bibliographiques

Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 11 vom: 01. Okt., Seite 10787-10800
Auteur principal:	Yin, Nan (Auteur)
Autres auteurs:	Shen, Li, Wang, Mengzhu, Liu, Xinwang, Chen, Chong, Hua, Xian-Sheng
Format:	Article en ligne
Langue:	English
Publié:	2025
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article