The highly efficient utilization of solar energy is urgent to deal with the energy crisis and environmental pollution causing by the petroleum energy, in which the strategy of photothermal conversion energy-storage materials via the photothermal conversion and phasechange process attracts much attention. [1] However, the no thermal effect for the 40% of the solar radiation energy during the photothermal conversion process and the leakage of phase-change materials (PCMs) during the solid-liquid transition, which greatly limited its wide application. [2] Generally, there are three kinds of shaped photothermal conversion PCMs, including dye-, metal-(metal oxide), and carbon-materials-shaped photothermal conversion PCMs. [3] The dye takes the advantages of strong selective absorption characteristics for the 40% of the solar radiation energy, good compatibility, and reactivity, showing broad application prospects in the fields of color temperature regulating fibers and textiles. [4] The metal and metal oxide are also applicated in the shaped photothermal conversion PCMs attributing to its low price and high-efficient light heat conversion capability. Moreover, the carbon materials, especially the nano-carbon materials including carbon nanotube (CNT), graphene, graphite, carbon fiber, etc., are often used to prepare photothermal conversion materials because of their strong light absorption, good physical performance, and excellent thermal conductivity. [5] Paraffin is widely applicated in the field of via solid-liquid phase transition at low temperature attributing to the high latent heat and excellent chemical stability. [6] However, its application was limited by the low thermal conductivity and leakage during the solid-liquid phase-transition process for the shaped photothermal conversion PCMs. [7] To solve the aforementioned problems, paraffin wax was usually encapsulated by or mixed with high thermal conductivity materials including metal, [8] graphite, [9] graphene, [10] CNT, [11] transition metal nitride, [12] etc. In particular, the composite PCM based on 3D skeleton has been widely studied because of its excellent leakage resistance and stable molding structure. Including the construction of 3D carbon-based aerogels [13] and magnetic metal foam frames, [14] which realizes efficient light/heat energy conversion and storage. Moreover, the carbon-based aerogels or foams were developed as the shaped structure to store the PCMs with excellent thermal conductivity and 3D porous structure. It should be noted that the graphene foam prepared via a simple method not only preventing the leakage of PCMs, but also improving the