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Jul, 2023
PlanE:平面图上的表示学习
PlanE: Representation Learning over Planar Graphs
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Radoslav Dimitrov, Zeyang Zhao, Ralph Abboud, İsmail İlkan Ceylan
TL;DR
本文提出了 PlanE 框架,可以有效地学习平面图形的完整不变量,以及验证模型在各种基准测试中的表现,并实现了多种最新的结果。
Abstract
graph neural networks
are prominent models for
representation learning
over graphs, where the idea is to iteratively compute representations of nodes of an input graph through a series of transformations in such
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