New Study Proposes CW Networks: Greater Expressive Power Than GNNs

A new paper from a multi-institutional research team proposes CW Networks, a message-passing method that delivers better expressivity than commonly used graph neural networks (GNNs) and achieves state-of-the-art results across a variety of molecular datasets.

The expressive power of GNNs mainly reflects their capability to distinguish whether two…