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Dec, 2021
结构噪声下稳健图神经网络的比较研究
A Comparative Study on Robust Graph Neural Networks to Structural Noises
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Zeyu Zhang, Yulong Pei
TL;DR
该研究对不同类型的鲁棒图神经网络在结构噪声表现下进行了全面和系统的比较,并提供了鲁棒性图神经网络选择的实用建议。
Abstract
graph neural networks
(GNNs) learn
node representations
by passing and aggregating messages between neighboring nodes. GNNs have been applied successfully in several application domains and achieved promising per
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