Shuai Xu

GEM-Distill: Graph Ensemble Multi-Level Distillation for MLP-Based Graph Classification

Graph Neural Networks (GNNs) achieve strong performance on graph learning tasks, but their message-passing computation hinders deployment in resource-constrained settings. GNN-to-MLP (G2M) knowledge distillation improves inference efficiency by transferring GNN knowledge to lightweight MLP students; however, existing m...