The research progress of changing the final active phase of the catalyst by using complexing agents during the preparation of oil hydrodesulfurization catalysts is discussed. The common complexing agents and their effects on catalyst performance improvement under different usage methods are introduced. The effect of the complexing agent on the microstructure of the catalyst is systematically described, and the reason of the complexing agent can improve the performance of the catalyst is explained.