🏢 School of Computer Science and Cyber Engineering, Guangzhou University, China
Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles
·2292 words·11 mins·
loading
·
loading
Machine Learning
Deep Learning
🏢 School of Computer Science and Cyber Engineering, Guangzhou University, China
TFE-GNN: A novel spectral GNN using triple filter ensembles for superior homophily/heterophily handling and improved generalization on real-world graphs.