Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning

Anwar Said, Yifan Wei, Obaid Ullah Ahmad +3

In this article, we utilize the concept of average controllability in graphs, along with a novel rank encoding method, to enhance the performance of Graph Neural Networks (GNNs) in…