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Pure Node Selection for Imbalanced Graph Node Classification

Published in arXiv (Cornell University) • Sep 28, 2025
NobleIDNI3P97W62R06S73
Authors:
Fanlong Zeng
,
Wensheng Gan
,
Jiayang Wu

Abstract

The problem of class imbalance refers to an uneven distribution of quantity among classes in a dataset, where some classes are significantly underrepresented compared to others. Class imbalance is also prevalent in graph-structured data. Graph neural networks (GNNs) are typically based on the assump...

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