56 citations · 133 across the 29 of their papers we have counts for
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cs.LG2020
M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification
Jiajun Zhou, Jie Shen, Shanqing Yu +2
Graph classification, which aims to identify the category labels of graphs, plays a significant role in drug classification, toxicity detection, protein analysis etc. However, the…
cs.SI2020
MGA: Momentum Gradient Attack on Network
Jinyin Chen, Yixian Chen, Haibin Zheng +4
The adversarial attack methods based on gradient information can adequately find the perturbations, that is, the combinations of rewired links, thereby reducing the effectiveness o…