Network controllability refers to the ability of a networked system to drive its state to any
desired configuration through control inputs. Controllability robustness ensures that this …

In this paper, we study the problem of unsupervised graph representation learning by
harnessing the control properties of dynamical networks defined on graphs. Our approach …

Network control theory (NCT) offers a robust analytical framework for understanding the
influence of network topology on dynamic behaviors, enabling researchers to decipher how …