Diesel exhaust has recently become a severe problem, and diesel oxidation catalyst (DOC) installed in the diesel exhaust treatment system is used to reduce automobile pollution containing CO, hydrocarbons (HC), and NO. In this work, for the purpose of elucidating the effect of ceria addition on the catalytic performance of Pt-based DOC in CO, HC, and NO oxidation reactions, a range of catalysts were prepared by impregnation method. Among them, the Pt/ 15CeSA catalyst showed excellent catalytic activity, and its NO maximum conversion could reach 62%. The experimental results of X-ray photoelectron spectroscopy (XPS) and highresolution transmission electron microscopy (HRTEM) confirmed that the interface Pt−O−Ce−O−Al existed in the Pt/15CeSA catalyst. Besides, more oxygen vacancies were created at this interface, which were confirmed by oxygen temperature-programmed desorption (O 2 -TPD) and Raman spectroscopic experiments, resulting in an outstanding catalytic performance of Pt/15CeSA. It is expected our research findings will be applied to other oxidation reactions.