I am happy to share that our paper "Random Walk Diffusion for Efficient Large-Scale Graph Generation", in which we develop a novel approach for efficient generation of large graphs using a diffusion model and a GNN, has been accepted in the Transactions on Machine Learning Research (TMLR) journal.
