2020
Curvature Regularization to Prevent Distortion in Graph Embedding
NeurIPS 2020spotlight
Recent research on graph embedding has achieved success in various applications. Most graph embedding methods preserve the proximity in a graph into a manifold in an embedding space. We argue an important but neglected problem about this proximity-preserving strategy: Graph topology patterns, while…