78 citations · 277 across the 32 of their papers we have counts for
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cs.SI2020
How Medical Crowdfunding Helps People? A Large-scale Case Study on Waterdrop Fundraising
Junjie Huang, Huawei Shen, Qi Cao +2
While online medical crowdfunding achieved tremendous success, quantitative study about whether and how medical crowdfunding helps people remains little explored. In this paper, we…
cs.LG2020★ 8 cited
Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning
Bingbing Xu, Huawei Shen, Qi Cao +2
Graph convolutional networks gain remarkable success in semi-supervised learning on graph structured data. The key to graph-based semisupervised learning is capturing the smoothnes…
cs.LG2020★ 9 cited
Adversarial Immunization for Certifiable Robustness on Graphs
Shuchang Tao, Huawei Shen, Qi Cao +2
Despite achieving strong performance in semi-supervised node classification task, graph neural networks (GNNs) are vulnerable to adversarial attacks, similar to other deep learning…