Poster "equivariant graph neural networks" Papers

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Universally Invariant Learning in Equivariant GNNs

Jiacheng Cen, Anyi Li, Ning Lin et al.

NEURIPS 2025arXiv:2510.13169

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

Yuelin Zhang, Jiacheng Cen, Jiaqi Han et al.

On the Generalization of Equivariant Graph Neural Networks

Rafał Karczewski, Amauri Souza, Vikas Garg