Foundation Cures Personalization: Improving Personalized Models’ Prompt Consistency via Hidden Foundation Knowledge - Cai, Yiyang; Jiang, Zhengkai; Liu, Yulong; Jiang, Chunyang; Xue, Wei; Guo, Yike; Luo, Wenhan (Advances in Neural Information Processing Systems, 2025)