11 citations · 13 across the 4 of their papers we have counts for
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cs.LG2023★ 3 cited
Hybrid Augmented Automated Graph Contrastive Learning
Yifu Chen, Qianqian Ren, Liu Yong
Graph augmentations are essential for graph contrastive learning. Most existing works use pre-defined random augmentations, which are usually unable to adapt to different input gra…
cs.LG2019
REVE: Regularizing Deep Learning with Variational Entropy Bound
Antoine Saporta, Yifu Chen, Michael Blot +1
Studies on generalization performance of machine learning algorithms under the scope of information theory suggest that compressed representations can guarantee good generalization…