Cycle Invariant Positional Encoding for Graph Representation Learning

Zuoyu Yan, Tengfei Ma, Liangcai Gao +3

Cycles are fundamental elements in graph-structured data and have demonstrated their effectiveness in enhancing graph learning models. To encode such information into a graph learn…