TyphoonMLA: A Mixed Naive-Absorb MLA Kernel For Shared Prefix - Yüzügüler, Ahmet; Çelik, Ahmet; Zhuang, Jiawei; Cavigelli, Lukas (International Conference on Learning Representations, 2026)