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02/22/2023
Some Might Say All You Need Is Sum
The expressivity of Graph Neural Networks (GNNs) is dependent on the agg...
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03/11/2021
Dynamic Database Embeddings with FoRWaRD
We study the problem of computing an embedding of the tuples of a relati...
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02/17/2021
Graph Learning with 1D Convolutions on Random Walks
We propose CRaWl (CNNs for Random Walks), a novel neural network archite...
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09/18/2019