By diffusing on block subgraphs rather than the full graph, SBGD reports lower memory use and better size generalization for graph diffusion generative models.
Community detection and stochastic block models: recent developments
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SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion
By diffusing on block subgraphs rather than the full graph, SBGD reports lower memory use and better size generalization for graph diffusion generative models.