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Survey on Generalization Theory for Graph Neural Networks

Survey on Generalization Theory for Graph Neural Networks

19 March 2025
Antonis Vasileiou
Stefanie Jegelka
Ron Levie
Christopher Morris
    GNNAI4CE
ArXiv (abs)PDFHTML

Papers citing "Survey on Generalization Theory for Graph Neural Networks"

2 / 2 papers shown
Title
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs
Tamara Cucumides
Floris Geerts
LMTD
19
0
0
02 Jun 2025
Backward Oversmoothing: why is it hard to train deep Graph Neural Networks?
Backward Oversmoothing: why is it hard to train deep Graph Neural Networks?
Nicolas Keriven
46
0
0
22 May 2025
1