The paper “BN-Pool: a Bayesian Nonparametric Approach to Graph Pooling” by Daniele Castellana & Filippo Maria Bianchi is out!
We introduce BN-Pool, the first clustering-based pooling method for GNNs that adaptively determines the number of supernodes in the pooled graph.
The preprint is available on Arxiv and the code on Github.