BriefGPT.xyz
Aug, 2019
无监督图表示学习的对称图卷积自编码器
Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning
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Jiwoong Park, Minsik Lee, Hyung Jin Chang, Kyuewang Lee, Jin Young Choi
TL;DR
该论文介绍了一种基于对称图卷积自编码器的方法,通过Laplacian Sharpening生成潜在特征来增强网络性能,进一步证明了该模型的稳定性和鲁棒性
Abstract
We propose a symmetric
graph convolutional autoencoder
which produces a low-dimensional
latent representation
from a graph. In contrast to the existing graph autoencoders with asymmetric decoder parts, the propos
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