22 citations · 89 across the 36 of their papers we have counts for
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cs.LG2020
LSCALE: Latent Space Clustering-Based Active Learning for Node Classification
Juncheng Liu, Yiwei Wang, Bryan Hooi +2
Node classification on graphs is an important task in many practical domains. It usually requires labels for training, which can be difficult or expensive to obtain in practice. Gi…
cs.SI2020★ 21 cited
GraphCrop: Subgraph Cropping for Graph Classification
Yiwei Wang, Wei Wang, Yuxuan Liang +2
We present a new method to regularize graph neural networks (GNNs) for better generalization in graph classification. Observing that the omission of sub-structures does not necessa…