“…Although the qudit system's advantages in various applications and potentials for future development are substantial, this system receives less attention than the conventional qubitbased quantum computing, and a comprehensive review of the qudit-based models and technologies is needed. This review article provides an overview of qudit-based quantum computing covering a variety of topics ranging from circuit building [39,61,71,89,133]; algorithm designs [2,17,26,62,79,119,121]; to experimental methods [2,11,48,60,62,91,99,106]. In this article, high-dimensional generalizations of many widely used quantum gates are presented and the universality of the qudit gates is shown.…”