IEEE

Enhancing Heterophilic Graph Neural Network Performance Through Label Propagation in K ...

Abstract: How can we exploit Label Propagation (LP) to improve the performance of GNN models on heterophilic graphs? Graph Neural Network (GNN) models have received a lot of attention as a powerful ...
IEEE

Robust Label Propagation and Graph Embedding for Cross-Domain Image Classification

Abstract: Cross-domain label propagation (LP) faces two main challenges: 1) learning domain-invariant and 2) discriminative feature representations and obtaining high-confidence predicted labels. The ...