SVDformer: Direction-Aware Spectral Graph Embedding Learning via SVD and Transformer

Jiayu Fang, Zhiqi Shao, S T Boris Choy +1

Directed graphs are widely used to model asymmetric relationships in real-world systems. However, existing directed graph neural networks often struggle to jointly capture directio…