Lithium-sulfur batteries (LSBs) can work at high temperatures, but they suffer from poor cycle life stability due to the "shuttle effect" of polysulfides. In this study, pollen-derived porous carbon/cuprous phosphide (PC/Cu 3 P) hybrids were rationally synthesized using a one-step carbonization method using pollen as the source material, acting as the sulfur host for LSBs. In the hybrid, polar Cu 3 P can markedly inhibit the "shuttle effect" by regulating the adsorption ability toward polysulfides, as confirmed by theoretical calculations and experimental tests. As an example, the camellia pollen porous carbon (CPC)/Cu 3 P/S electrode shows a high capacity of 1205.6 mAh g −1 at 0.1 C, an ultralow capacity decay rate of 0.038% per cycle after 1000 cycles at 1 C, and a rather high initial Coulombic efficiency of 98.5%. The CPC/Cu 3 P LSBs can work well at high temperatures, having a high capacity of 545.9 mAh g −1 at 1 C even at 150°C. The strategy of the PC/Cu 3 P hybrid proposed in this study is expected to be an ideal cathode for ultrastable high-temperature LSBs. We believe that this strategy is universal and worthy of in-depth development for the next generation energy storage devices.