A Fractional Graph Laplacian Approach to Oversmoothing

Sohir Maskey, Raffaele Paolino, Aras Bacho +1

Graph neural networks (GNNs) have shown state-of-the-art performances in various applications. However, GNNs often struggle to capture long-range dependencies in graphs due to over…