Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment. - Chenghao Fan; Zhenyi Lu; Sichen Liu; Xiaoye Qu; Wei Wei 002; Chengfeng Gu; Yu Cheng 001 (CoRR, 2025)