Fast and Distributed Equivariant Graph Neural Networks by Virtual Node Learning

Yuelin Zhang, Jiacheng Cen, Jiaqi Han +1

Equivariant Graph Neural Networks (GNNs) have achieved remarkable success across diverse scientific applications. However, existing approaches face critical efficiency challenges w…