GraphWeave: Interpretable and Robust Graph Generation via Random Walk Trajectories

Rahul Nandakumar, Deepayan Chakrabarti

Given a set of graphs from some unknown family, we want to generate new graphs from that family. Recent methods use diffusion on either graph embeddings or the discrete space of no…