Harsh Pal

SALE-MLP: Structure Aware Latent Embeddings for GNN to Graph-free MLP Distillation

Graph Neural Networks (GNNs), with their ability to effectively handle non-Euclidean data structures, have demonstrated state-of-the-art performance in learning node and graph-level representations. However, GNNs face significant computational overhead due to their message-passing mechanisms, making