35 citations · 37 across the 2 of their papers we have counts for
3 papers
cs.CV2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation
Jinyu Yang, Chunyuan Li, Weizhi An +5
Recent studies imply that deep neural networks are vulnerable to adversarial examples -- inputs with a slight but intentional perturbation are incorrectly classified by the network…
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…