Scalable Heterogeneous Graph Learning via Heterogeneous-aware Orthogonal Prototype Experts

Wei Zhou, Hong Huang, Ruize Shi +1

Heterogeneous Graph Neural Networks(HGNNs) have advanced mainly through better encoders, yet their decoding/projection stage still relies on a single shared linear head, assuming i…