HiDrop: Hierarchical Vision Token Reduction in MLLMs via Late Injection, Concave Pyramid Pruning, and Early Exit. - Hao Wu 072; Yingqi Fan; Jinyang Dai; Junlong Tong; Yunpu Ma; Xiaoyu Shen 001 (CoRR, 2026)