Graph Neural Networks

Learnable Graph Convolutional Attention Networks
We theoretically show that there is no free-lunch for different types of message-passing GNNs, including the one we propose, and introduce a data-driven way of learning to interpolate across them.
Adrián Javaloy, Pablo Sanchez-Martin, Amit Levi, Isabel Valera
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Learnable Graph Convolutional Attention Networks