2025
Topology-aware Graph Diffusion Model with Persistent Homology
NeurIPS 2025poster
Generating realistic graphs faces challenges in estimating accurate distribution of graphs in an embedding space while preserving structural characteristics. However, existing graph generation methods primarily focus on approximating the joint distribution of nodes and edges, often overlooking topol…