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Has the author looked at how GNNs are used in say predicting molecular properties[1] or molecule generation[2]? GNNs are the state of the art on those tasks and
by eachro 6y ago
Has the author looked at how GNNs are used in say predicting molecular properties[1] or molecule generation[2]? GNNs are the state of the art on those tasks and those problems are certainly much harder than the Cora/Citeseer/etc semisupervised node label prediction tasks.
[1] https://arxiv.org/abs/1704.01212 https://arxiv.org/abs/1704.01212
[2] http://proceedings.mlr.press/v80/jin18a/jin18a.pdf http://proceedings.mlr.press/v80/jin18a/jin18a.pdf