Robust Graph Structure Learning with Virtual Nodes Construction

Graph neural networks (GNNs) have garnered significant attention for their ability to effectively process graph-related data. Most existing methods assume that the input graph is noise-free; however, this assumption is frequently violated in real-world scenarios, resulting in impaired graph represen...

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Bibliographic Details
Main Authors: Wenchuan Zhang, Weihua Ou, Weian Li, Jianping Gou, Wenjun Xiao, Bin Liu
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/6/1397