TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification

Jaeyun Song, Joonhyung Park, Eunho Yang

Abstract: Learning unbiased node representations under class-imbalanced graph data is challenging due to interactions between adjacent nodes. Existing studies have in common that they compensate the minor cl...