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Apr, 2022
图形节点分类的标签高效正则化和传播
GraphHop++: New Insights into GraphHop and Its Enhancement
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Tian Xie, Rajgopal Kannan, C. -C. Jay Kuo
TL;DR
本文提出了一种名为LERP的新方法解决 GraphHop 方法在分类节点时出现的两个缺陷，并在多个数据集上进行实验，表明LERP方法在极低标签率下表现最佳。
Abstract
An enhanced
label propagation
(LP) method called
graphhop
has been proposed recently. It outperforms graph convolutional networks (GCNs) in the
s
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