Preserve and Sculpt: Manifold-Aligned Fine-tuning of Vision-Language Models for Few-Shot Learning - Chen, Dexia; Zhu, Qianjie; Li, Weibing; Yu, Yue; Zhang, Tong; Wang, Ruixuan (International Conference on Learning Representations, 2026)