Higher-Order Positional Encodings for Graph Representation Learning

Caleb Stam, Aagrim Hoysal, Sanjukta Krishnagopal

Many real-world systems exhibit higher-order interactions among groups of entities that cannot be captured by pairwise relationships alone. Graph Transformers and Graph Neural Netw…