most citedOn the expressive power of message-passing neural networks as global feature map transformers

5 citations · 5 across the 1 of their papers we have counts for

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1 paper

cs.AI2022★ 5 cited

On the expressive power of message-passing neural networks as global feature map transformers

Floris Geerts, Jasper Steegmans, Jan Van den Bussche

We investigate the power of message-passing neural networks (MPNNs) in their capacity to transform the numerical features stored in the nodes of their input graphs. Our focus is on…