Che, C.; Wang, Z.; Yang, P.; Wang, C.; Ma, H.; Shi, Z. LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning. AAAI 2026, 40, 19978-19986.