Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks?

Jiacheng Cen, Anyi Li, Ning Lin +3

Equivariant Graph Neural Networks (GNNs) that incorporate E(3) symmetry have achieved significant success in various scientific applications. As one of the most successful models,…