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errgaming t1_jc4an9h wrote

Graph Neural Networks. My primary research area is currently in GNNs, and I believe it is very very underrated.

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qphyml t1_jc5y6ij wrote

Yes! Transforming regular data structures into graphs for analysis is a really powerful thing by itself. And then to utilize the powers in GNNs on top of that!

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errgaming t1_jc734jn wrote

Thing is, a lot of these problems are always solvable my Tree (non DL) models if you design your data smartly. But GNNs have so much potential to capture information, especially with the use of context attention to get exactly the right patterns you're seeking.

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