LGDC: Latent Graph Diffusion via Spectrum-Preserving Coarsening

Nagham Osman, Keyue Jiang, Davide Buffelli +2

Graph generation is a critical task across scientific domains. Existing methods fall broadly into two categories: autoregressive models, which iteratively expand graphs, and one-sh…