Dual-branch graph Transformer for node classification

As an emerging architecture, graph Transformers (GTs) have demonstrated significant potential in various graph-related tasks. Existing GTs are mainly oriented to graph-level tasks and have proved their advantages, but they do not perform well in node classification tasks. This mainly comes from two...

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Bibliographic Details
Main Authors: Yong Zhang, Jingjing Song, Eric C.C. Tsang, Yingxing Yu
Format: Article
Language:English
Published: AIMS Press 2025-02-01
Series:Electronic Research Archive
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2025049
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