LOHA: Direct Graph Spectral Contrastive Learning Between Low-pass and High-pass Views

Ziyun Zou, Yinghui Jiang, Lian Shen +2

Spectral Graph Neural Networks effectively handle graphs with different homophily levels, with low-pass filter mining feature smoothness and high-pass filter capturing differences.…