RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models - Zhu, Junda; Ai, Jun; Li, Yujun; Yin, Yichun; Wang, Yasheng; Shang, Lifeng; Liu, Qun (Advances in Neural Information Processing Systems, 2025)