Identity-preserving text-to-video (IPT2V) generation aims to create high-fidelity videos with
consistent human identity. It is an important task in video generation but remains an open …

Personalized content filtering, such as recommender systems, has become a critical
infrastructure to alleviate information overload. However, these systems merely filter existing …

Large Vision Language Models (LVLMs) have significant potential to deliver personalized
assistance by adapting to individual users' unique needs and preferences. Personalization …

Recent large-scale diffusion models generate high-quality images but struggle to learn new,
personalized artistic styles, which limits the creation of unique style templates. Fine-tuning …

Video personalization, which generates customized videos using reference images, has
gained significant attention. However, prior methods typically focus on singleconcept …

Personalized image generation holds great promise in assisting humans in everyday work
and life due to its impressive function in creatively generating personalized content …