This study investigates secondary cold expansion of interference-fit sleeves for large 7050-T7451 aluminum alloy lug holes. Experiments and finite-element analysis show that increasing the relative expansion level enhances residual compressive stress and stress layer depth, while secondary expansion improves stress and deformation uniformity. Sleeve length optimization further strengthens the entry end and reduces warping.