Shao, M.; Guo, S.; Li, X.; Miao, X.; Duan, H.; Long, Y. VMFCoOp: Towards Equilibrium on a Unified Hyperspherical Manifold for Prompting Biomedical VLMs. AAAI 2026, 40, 8851-8859.