Diffusion Models for Graphs Benefit From Discrete State Spaces

Kilian Konstantin Haefeli, Karolis Martinkus, Nathanaël Perraudin +1

Denoising diffusion probabilistic models and score-matching models have proven to be very powerful for generative tasks. While these approaches have also been applied to the genera…