Sheaf Neural Networks on SPD Manifolds: Second-Order Geometric Representation Learning

Yuhan Peng, Junwen Dong, Yuzhi Zeng +6

Graph neural networks face two fundamental challenges rooted in the linear structure of Euclidean vector spaces: (1) Current architectures represent geometry through vectors (direc…