Embedded Graph Flows for Categorical Graph Generation
Generating categorical graphs requires choosing node and edge types that form a coherent structure without depending on node order. Many graph generators encode categories as fixed one-hot vectors, which can impose an artificial geometry in which categories are equidistant. We propose Embedded Graph Flows (EGF), a gene...
Ethan Ma, Zi-Han Wang, C. Chow et al.
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