Recently, all inorganic halide perovskite CsPbX 3 (X = Cl, Br, I) quantum dots (QDs) have emerged as promising candidates for optoelectronic devices because of high photoluminescence quantum yield (PLQY), tunable emission in the whole visible region, narrow-band emission and high charge-carrier mobility compared to traditional materials. [3,4] However, the CsPbX 3 QDs have yet to deliver the desired performance owing to the poor humid stability and thermal stability as well as low photoinduced stability, which has limited its further practical application. [5] A principal challenge for CsPbX 3 QDs to apply in optoelectronic area is the design of highly efficient luminescence materials with superior stability. [6,7] Therefore, intensive studies for improving stabilities of CsPbX 3 (X = Cl, Br, I) QDs have sprung up like mushrooms. Embedding the perovskite nanocrystals into polymer matrices by incorporation of organic ligands is an effective strategy to enhance the moistureresistance performance. [8] For examples, Huang et al. successfully induced a polyhedral oligomeric silsesquioxane via facile surface treatment, and Wei et al. also developed a swellingshrinking strategy by packing in crosslinked polystyrene beads for improving the moisture-resistant property of Currently, poor luminescence stability seriously impedes the practical application of inorganic halide perovskite (CsPbX 3 , X = Cl, Br, and I) quantum dots (QDs) in optoelectronic devices. In present work, CsPbX 3 QDs are successfully assembled on natural mineral halloysite nanotubes (HNTs) for improving the luminescence performances. Monodispersed CsPbX 3 QDs are arranged on two edges of HNTs in a highly ordered manner, which possibly originates from the electrostatic interaction between halogen ion and surface hydroxyl (SurOH 2 + ) on the section face of HNTs. As expected, the photoluminescence (PL) performances of CsPbX 3 @HNTs nanocomposites are obviously improved. The PL intensity still can be maintained even 80% when working at 100 °C. Almost no emission degradation is observed after storing in an open ambient condition for 28 days. Moreover, the PL intensity also maintains 82% of room temperature (RT) intensity after continuously being illuminated by 365 nm UV lamps for 144 h. Excellent white light with Commission Internationale de l'Eclairage (CIE) chromaticity coordinates (0.34, 0.32) of the white light-emitting diodes (w-LEDs) fabricated by CsPbBr 3 @HNTs, CsPbBr 1.2 Cl 1.8 @HNTs, and CsPbBr 1.2 I 1.8 @HNTs phosphors are achieved. This work opens up a new insight in achieving stable CsPbX 3 QD-based multifunctional materials by designing nanocomposites with natural clay mineral.