SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter

Haobo Xu; Yuchen Yan; Dingsu Wang; Zhe Xu; Zhichen Zeng; Tarek F. Abdelzaher; Jiawei Han; Hanghang Tong

2024 ICML ICML 2024

SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter

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

Haobo Xu, Yuchen Yan, Dingsu Wang, Zhe Xu, Zhichen Zeng, Tarek F. Abdelzaher, Jiawei Han, Hanghang Tong

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Graph Neural Networks

Keywords

adaptive filtering spectral graph neural network inductive setting subgraph sampling geometric interpretability real-valued filter

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