Constructing the plasmonic metal/semiconductor heterostructure with a suitable Schottky barrier height (SBH) and the sufficiently reliable active sites is of importance to achieve highly efficient and selective photocatalytic CO 2 reduction into hydrocarbon fuels. Herein, we report Au/sulfur vacancy-rich ZnIn 2 S 4 (Au/V S R-ZIS) hierarchical photocatalysts, fabricated via in situ photodepositing Au nanoparticles (NPs) onto the nanosheet self-assembled ZnIn 2 S 4 (ZIS) micrometer flowers (MFs) with rich sulfur vacancies (V S ). Density functional theory (DFT) calculations confirm that for the Au/V S R-ZIS system, the Au NPs serve as the reaction sites for H 2 O oxidation, and the V S R-ZIS MFs serve as those for CO 2 reduction. The rich V S in the Au/ V S R-ZIS hybrid can reduce its SBH so as to boost more hot electrons in the Au NPs across its Schottky barrier and then inject into the conduction band (CB) of the V S R-ZIS MFs. In addition, V S can also act as the electron sink to trap the photogenerated electrons, retarding the recombination of photogenerated carriers. The two merits effectively enhance the photogenerated electron density in the surface of V S R-ZIS MFs, availing CO 2 photoreduction. In addition, the introduction of rich V S in the Au/V S R-ZIS hybrid can offer more active sites, benefiting the CO 2 adsorption and accelerating the desorption of CO* from the surface of the photocatalyst. Therefore, under visible light illumination with no sacrificial reagent, the optimum photocatalyst (Au/V S R-ZIS-0.4) presents the enhanced and selective CO 2 photoreduction into CO (8.15 μmol g −1 h −1 and near 100%), which are superior to those of most of ZIS-based and plasmon-based photocatalysts. The photocatalytic activity is about 40.0-fold as high as that of the Vs-poor-ZIS (V S P-ZIS) MFs. This work contributes a viable strategy for designing highly efficient plasmonic photocatalysts by using the synergism of the anion vacancies and the optimized SBH induced by them.