ZrO2 modified support on CuOCeO2/TiO2 promoted simultaneous removal of Hg0 and NO. Redox properties and mobility of surface oxygen were facilitated by ZrO2. There was synergistic effect between CuO and CeO2 on Hg0 and NO removal. The detailed mechanism of simultaneous removal of Hg0 and NO was gained.