most citedA Graph VAE and Graph Transformer Approach to Generating Molecular Graphs

10 citations · 10 across the 1 of their papers we have counts for

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1 paper

cs.LG2021★ 10 cited

A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs

Joshua Mitton, Hans M. Senn, Klaas Wynne +1

We propose a combination of a variational autoencoder and a transformer based model which fully utilises graph convolutional and graph pooling layers to operate directly on graphs.…