Aqueous zinc-ion batteries (AZIBs) are regarded as a promising next-generation solution for large-scale energy storage due to their advantages such as high safety, low cost, and environmental friendliness. However, under high-rate and long-cycling conditions, Zn anodes suffer from challenges including hydrogen evolution, self-corrosion, and dendrite growth, which affects the performance and life of the batteries.