14 citations · 16 across the 3 of their papers we have counts for
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cs.LG2022
Exploring High-Order Structure for Robust Graph Structure Learning
Guangqian Yang, Yibing Zhan, Jinlong Li +3
Recent studies show that Graph Neural Networks (GNNs) are vulnerable to adversarial attack, i.e., an imperceptible structure perturbation can fool GNNs to make wrong predictions. S…
cs.LG2019★ 14 cited
Exploring Bias in GAN-based Data Augmentation for Small Samples
Mengxiao Hu, Jinlong Li
For machine learning task, lacking sufficient samples mean the trained model has low confidence to approach the ground truth function. Until recently, after the generative adversar…