Valleytronics, leveraging the valley degree of freedom in materials, holds promise for next-generation electronic and photonic devices. While most studies focus on degenerate valleys, the manipulation of nondegenerate valleys remains largely unexplored. Here, we demonstrate a novel approach for picosecond-scale valley manipulation in two-dimensional ferroelectric In