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Apr, 2021
基于能量观点的图神经网络
An Energy-Based View of Graph Neural Networks
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John Y. Shin, Prathamesh Dharangutte
TL;DR
本文针对图结构数据的分类问题，提出了一种基于能量的图神经网络模型，并成功实现了该模型，通过实验发现它在鲁棒性方面比标准的图卷积网络有明显提升，为未来基于能量的图神经网络研究开辟了新的方向。
Abstract
graph neural networks
are a popular variant of neural networks that work with graph-structured data. In this work, we consider combining
graph neural networks
with the
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