Arch-pylon cable-stayed bridge is a new type of special-shaped bridge structure. Its modeling is innovative, unique and varied with a landmark scenery effect. The main bridge in Yaodu Avenue of Bozhou is a 190 m+150 m single-pylon cable-stayed bridge. The conception of the arched pylon is derived from the Chinese peony with the characteristics of Bozhou. The design concept and overall design idea of the main bridge in Yaodu Avenue are analyzed. The modeling of the main pylon, the influence of the beam layout and the structural setting of the pylon-beam consolidation section are introduced in detail. The relative design ideas and experience can be referred by the relevant designers.