Imbalanced Node Classification Beyond Homophilic Assumption

Jie Liu, Mengting He, Guangtao Wang +3

Imbalanced node classification widely exists in real-world networks where graph neural networks (GNNs) are usually highly inclined to majority classes and suffer from severe perfor…