35 citations · 70 across the 14 of their papers we have counts for
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cs.LG2020★ 2 cited
Hierarchical Graph Capsule Network
Jinyu Yang, Peilin Zhao, Yu Rong +4
Graph Neural Networks (GNNs) draw their strength from explicitly modeling the topological information of structured data. However, existing GNNs suffer from limited capability in c…
q-bio.QM2020★ 35 cited
Multi-View Graph Neural Networks for Molecular Property Prediction
Hehuan Ma, Yatao Bian, Yu Rong +5
The crux of molecular property prediction is to generate meaningful representations of the molecules. One promising route is to exploit the molecular graph structure through Graph…