Group Preference Collapse in Personalized Multimodal Large Language Models

Fan Lyu, Wenqi Zhang, Joost van de Weijer

Personalized multimodal large language models (MLLMs) aim to generate user-specific responses, but existing methods mainly rely on profile-level information and overlook diverse us…