Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning

Zheng Huang; Qihui Yang; Dawei Zhou; Yujun Yan

2024 ICML ICML 2024

Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Zheng Huang, Qihui Yang, Dawei Zhou, Yujun Yan

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Architectures > Graph Neural Networks

Keywords

disentangled representation learning graph neural network model agnostic size generalization decoupling loss invariant augmentations

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