Toward Effective Digraph Representation Learning: A Magnetic Adaptive Propagation based Approach

Xunkai Li, Daohan Su, Zhengyu Wu +4

The $q$-parameterized magnetic Laplacian serves as the foundation of directed graph (digraph) convolution, enabling this kind of digraph neural network (MagDG) to encode node featu…