Are heterogeneous graph neural networks truly effective for node classification? A causal perspective

Knowledge-Based Systems 2026

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Authors: Xiao Yang, Xuejiao Zhao, Zhiqi Shen
DOI: 10.1016/j.knosys.2026.116595
Cited by: 1
References: 46

Fields of Study & Subjects

Advanced Graph Neural Networks Machine Learning in Healthcare Functional Brain Connectivity Studies

Publication details

Journal / source
Knowledge-Based Systems
Publisher
Elsevier BV
Volume
351
Pages
116595–116595
Publication date
7 July 2026
Language
EN