Abstract The development of advanced anode materials is critical for high-energy and high-power lithium-ion batteries (LIBs). Conventional conversion-type anodes, such as transition metal molybdates, suffer from poor conductivity, severe volume expansion, and structural degradation, leading to rapid capacity fading. To overcome these limitations, we propose a synergistic design strategy that integrates heterojunction engineering with fluorine doping.