HeterSEED: Semantics-Structure Decoupling for Heterogeneous Graph Learning under Heterophily

Xinyi Li, Ming Li, Lu Bai +5

Many real-world heterogeneous graphs exhibit pronounced heterophily, where connected nodes often have dissimilar labels or play different semantic roles. In such settings, standard…