GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion

Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani +1

Diffusion models achieve state-of-the-art performance in generating realistic objects and have been successfully applied to images, text, and videos. Recent work has shown that dif…