Improving Equivariant Graph Neural Networks on Large Geometric Graphs via Virtual Nodes Learning

Yuelin Zhang; Jiacheng Cen; Jiaqi Han; Zhiqiang Zhang; Jun Zhou; Wenbing Huang

2024 ICML ICML 2024

Improving Equivariant Graph Neural Networks on Large Geometric Graphs via Virtual Nodes Learning

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.

Authors

Yuelin Zhang, Jiacheng Cen, Jiaqi Han, Zhiqiang Zhang, Jun Zhou, Wenbing Huang

Topics

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

Keywords

maximum mean discrepancy virtual node universal expressivity e(3) symmetries equivariant gnns global distributedness

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