RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation

Run Ling; Wenji Wang; Yuting Liu; Guibing Guo; Haowei Liu; Jian Lu; Quanwei Zhang; Yexing Xu

AAAI 2026technical0 citations

RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation

Run Ling, Wenji Wang, Yuting Liu, Guibing Guo, Haowei Liu, Jian Lu, Quanwei Zhang, Yexing Xu

Abstract

Personalized image generation is crucial for improving the user experience, as it renders reference images into preferred ones according to user visual preferences. Although effective, existing methods face two main issues. First, existing methods treat all items in the user

BibTeX

@inproceedings{aaai2026_ragarretrievalau,
  title = {RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation},
  author = {Run Ling and Wenji Wang and Yuting Liu and Guibing Guo and Haowei Liu and Jian Lu and Quanwei Zhang and Yexing Xu and Shuo Lu and Yun Wang and Yihua Shao and Linying Jiang and Xingwei Wang},
  booktitle = {AAAI 2026},
  year = {2026}
}