VDW-GNNs: Vector diffusion wavelets for geometric graph neural networks - David R Johnson, Alexander Sietsema, Rishabh Anand, Deanna Needell, Smita Krishnaswamy, Michael Perlmutter
Published in Submitted, 2026
We develop vector diffusion wavelet-based graph neural networks to handle vector valued signals, and show that these networks possess useful rotational invariance properties.