On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective

Jincheng Huang; Jialie Shen; Xiaoshuang Shi; Xiaofeng Zhu

2024 ICML ICML 2024

On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

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Authors

Jincheng Huang, Jialie Shen, Xiaoshuang Shi, Xiaofeng Zhu

Topics

Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Graph Neural Networks

Keywords

representation learning feature smoothing dagcn gcn label smoothness assumption out of gcn's control nodes (ooc nodes)

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