LEAP: Local ECT-Based Learnable Positional Encodings for Graphs

Juan Amboage, Ernst Röell, Patrick Schnider +1

Graph neural networks (GNNs) largely rely on the message-passing paradigm, where nodes iteratively aggregate information from their neighbors. Yet, standard message passing neural…