BriefGPT.xyz
Nov, 2023
精心选择和深思熟虑的丢弃:利用被丢弃节点的图显式池化
Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes
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Chuang Liu, Wenhang Yu, Kuang Gao, Xueqi Ma, Yibing Zhan...
TL;DR
提出了一种新的图显式汇聚(GrePool)方法,通过明确利用节点之间的关系和最终表示向量的选择,解决了现有图汇聚方法中的两个关键问题,并进行广泛的实验证明其在分类准确度方面优于14个基线方法。
Abstract
graph pooling
has been increasingly recognized as crucial for
graph neural networks
(GNNs) to facilitate
hierarchical graph representation learni
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