HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations

Guillermo Bernárdez, Marco Montagna, Louis Van Langendonck +7

While Graph Neural Networks (GNNs) have proven highly effective at modeling relational data, pairwise connections cannot fully capture multi-way relationships naturally present in…