Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials

Mingguo He, Zhewei Wei, Shikun Feng +4

Heterogeneous Graph Neural Networks (HGNNs) have gained significant popularity in various heterogeneous graph learning tasks. However, most existing HGNNs rely on spatial domain-ba…