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Nov, 2019
图神经网络中节点特征
On Node Features for Graph Neural Networks
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Chi Thang Duong, Thanh Dat Hoang, Ha The Hien Dang, Quoc Viet Hung Nguyen, Karl Aberer
TL;DR
本文分析了节点特征对图神经网络性能的影响，提出了新的特征初始化方法，使得图神经网络也能应用到无特征图中，并探讨了人造特征和真实特征的竞争表现。
Abstract
graph neural network
(GNN) is a deep model for
graph representation
learning. One advantage of
graph neural network
is its ability to inco
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