From Pixels to Words – Towards Native Vision-Language Primitives at Scale - Diao, Haiwen; Li, Mingxuan; Wu, Silei; Dai, Linjun; Wang, Xiaohua; Deng, Hanming; Lu, Lewei; Lin, Dahua; Liu, Ziwei (International Conference on Learning Representations, 2026)