publications

2026

1. arXiv 26.04

   VibeFlow: Versatile Video Chroma-Lux Editing through Self-Supervised Learning

   Yifan Li, Pei Cheng, Bin Fu, Shuai Yang, and Jiaying Liu

   arXiv:2604.13425, 2026

   Bib HTML PDF

   @article{vibeflow,
     title = {{VibeFlow}: Versatile Video Chroma-Lux Editing through Self-Supervised Learning},
     author = {Li, Yifan and Cheng, Pei and Fu, Bin and Yang, Shuai and Liu, Jiaying},
     journal = {arXiv:2604.13425},
     year = {2026},
   }

2. CVPR

   Towards Generalized Representations for Low-Light Understanding: When Signal Constancy Meets Semantic Enrichment

   Yifan Li, Haofeng Huang, Wenhan Yang, and Jiaying Liu

   In CVPR, 2026

   Bib Code

   @inproceedings{uniprior,
     title = {Towards Generalized Representations for Low-Light Understanding: When Signal Constancy Meets Semantic Enrichment},
     author = {Li, Yifan and Huang, Haofeng and Yang, Wenhan and Liu, Jiaying},
     booktitle = {CVPR},
     year = {2026},
   }

2025

1. TPAMI

   QuadPrior++: Multi-dimension Augmented Physical Prior for Zero-Reference Illumination Enhancement

   Haofeng Huang^*, Yifan Li^*, Wenjing Wang, Wenhan Yang, Ling-Yu Duan, and Jiaying Liu

   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

   Bib PDF Code

   @article{quadprior++,
     title = {{QuadPrior++}: Multi-dimension Augmented Physical Prior for Zero-Reference Illumination Enhancement},
     author = {Huang, Haofeng and Li, Yifan and Wang, Wenjing and Yang, Wenhan and Duan, Ling-Yu and Liu, Jiaying},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
     year = {2025},
   }

2024

1. ACM MM

   COCO-LC: Colorfulness Controllable Language-based Colorization

   Yifan Li, Yuhang Bai, Shuai Yang, and Jiaying Liu

   In ACM MM, 2024

   Bib PDF Code

   @inproceedings{coco-lc,
     title = {{COCO-LC}: Colorfulness Controllable Language-based Colorization},
     author = {Li, Yifan and Bai, Yuhang and Yang, Shuai and Liu, Jiaying},
     booktitle = {ACM MM},
     year = {2024},
   }