Poster Sat, Sep 12, 2026 • 1:30 AM – 3:30 AM PDT ExHall # 445

VD-LoRA: Adaptive Reuse of Low-Rank Directions for Continual Learning

Luqiong Ding ⋅ Jiayao Tan ⋅ Chenggong Ni ⋅ Fuyuan Hu ⋅ Fan Lyu

Keywords: Federated, Continual & Efficient Learning; Model Security