How Graph Neural Networks Learn: Lessons from Training Dynamics

Chenxiao Yang; Qitian Wu; David Wipf; Ruoyu Sun; Junchi Yan

2024 ICML ICML 2024

How Graph Neural Networks Learn: Lessons from Training Dynamics

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

Chenxiao Yang, Qitian Wu, David Wipf, Ruoyu Sun, Junchi Yan

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Optimization & Theory > Neural Network Optimization Deep Learning > Architectures > Graph Neural Networks

Keywords

gradient descent generalization heterophilic graph nonparametric algorithm graph neural network kernel-graph alignment

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