Shengjia Zhao

Permutation Invariant Graph Generation via Score-Based Generative Modeling

2020 · arXiv (Cornell University)

Learning generative models for graph-structured data is challenging because graphs are discrete, combinatorial, and the underlying data distribution is invariant to the ordering of nodes. However, most of the existing generative models for graphs are …