alternative clean energy supplies and pollution-free technologies turns out to be high priority. [1,2] The CO 2 reduction project plays a pivotal role in response to the concerns because of its capability of exhausted gas consumption and combustible fuels generation. [3][4][5][6] Gas-phase thermal reduction of CO 2 to CO via endothermic reverse water gas shift (RWGS) reaction becomes an attractive strategy on account of abundant accessibility of thermal catalytic active sites. On the same time removing excessive CO 2 in atmosphere, the emitted CO can be also utilized directly as the feedstock for further fuel manufacturing (e.g., via the Fischer-Tropsch process). [7][8][9][10] However, to achieve purposeful CO 2 conversion, massive nonrenewable energy is indispensable to be invested in the reaction. Compared with traditional energy, alternative inexhaustible energy input has been discovered via photothermal process which effectively utilizes full spectrum of sunlight to lead accurate heating location and instantaneously raise the surface temperature of the catalysts. [11][12][13][14][15][16] Indium-oxide-based materials are a typical thermal catalyst with potential prospect for photothermal reduction of CO 2 . Its catalytic active sites promote the adsorption and activation for thermochemical CO 2 hydrogenation, [17,18] but the wide band (2.8 eV) is unfavorable for photothermal conversion for a long time. In order to expanding the limited optical adsorption of In 2 O 3 under sunlight, there have been persistent efforts to alter the material composition of In 2 O 3 , such as element doping, [19] precious metals supporting, [20] and nanostructured substance coating. [21] For example, when Bi metallic dopants are introduced, the optical adsorption can be modified as the result of electronic hybridization between Bi 6s and O 2p orbitals, upwardly shifting the valence band (VB) and consequently reducing bandgap. [22] Recently, Ozin group report a hybrid catalyst consisting of a vertically aligned silicon nanowire (SiNW) support evenly coated by In 2 O 3−x (OH) y nanoparticles to minimized reflection losses and enhanced light trapping within the SiNW support. [23] Basically, eminent photothermal catalysts are composite materials, but the pure ones have not come up yet. In order to construct various active sites to activate wide range of reactants, designing and modulating Photothermal CO 2 reduction technology has attracted tremendous interest as a solution for the greenhouse effect and energy crisis, and thereby it plays a critical role in solving environmental problems and generating economic benefits. In 2 O 3−x has emerged as a potential photothermal catalyst for CO 2 conversion into CO via the light-driven reverse water gas shift reaction. However, it is still a challenge to modulate the structural and electronic characteristics of In 2 O 3 to enhance photothermocatalytic activity synergistically. In this work, a novel route to activate inert In(OH) 3 into 2D black In 2 O 3−x nanosheets via photoinduced defect eng...