Jiarui Wu

Jiarui Wu

Ph.D. student at MMLab, The Chinese University of Hong Kong
Email: wujiarui At buaa Dot edu Dot cn
About

I am a second-year Ph.D. student at CUHK MMLab, advised by Prof. Tianfan Xue. I got my B.E. degree in the School of Computer Science at Beihang University in 2024. During my undergraduate years, I also worked with Prof. Shanghang Zhang at Peking University.

My research interests include:

  • Generative Models: Controllable Editing, Efficient and High-fidelity Generative Models
  • Computational Photography: Image/Video Editing and Manipulation, 3D Reconstruction
  • Machine Vision Generalization: Domain Adaptation, Parameter-Efficient Fine-Tuning

News:

  • [Feb 2026] Two papers to appear in CVPR 2026.
  • [Jan 2026] One paper to appear in ICLR 2026.
  • [Sep 2024] One paper accepted by NeurIPS 2024.
  • [Feb 2024] One paper accepted by CVPR 2024.
  • [Dec 2023] One paper accepted by AAAI 2024.

Selected Publications
( show selected / show all by date / show all by topic )

Topics: Computational Photography / Machine Vision Generalization / 3D Reconstruction / (*: indicates equal contribution.)

InstantRetouch: Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space
Jiarui Wu, Yujin Wang, Ruikang Li, Fan Zhang, Mingde Yao, Tianfan Xue
[Paper]
ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding
Shuo Cao, Nan Ma, Jiayang Li, Xiaohui Li, Lihao Shao, Kaiwen Zhu, Yu Zhou, Yuandong Pu, Jiarui Wu, Jiaquan Wang, Bo Qu, Wenhai Wang, Yu Qiao, Dajuin Yao, Yihao Liu
[Paper] [Project Page] [Code] [Dataset]
S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion
Yujin Wang*, Jiarui Wu*, Yichen Bian*, Fan Zhang, Tianfan Xue
[Paper] [Project Page] [Code] [Dataset]
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning
Jiarui Wu, Yujin Wang, Lingen Li, Zhang Fan, Tianfan Xue
[Paper] [Project Page] [Code] [Youtube]
Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction
Senqiao Yang*, Jiarui Wu*, Jiaming Liu*, Xiaoqi Li, Qizhe Zhang, Mingjie Pan, Shanghang Zhang
[Paper] [Code] [Project Page]
NTO3D: Neural Target Object 3D Reconstruction with Segment Anything
Xiaobao Wei, Renrui Zhang, Jiarui Wu, Jiaming Liu, Ming Lu, Yandong Guo, Shanghang Zhang
[Paper] [Code]
PM-DETR: Domain adaptive prompt memory for object detection with transformers
Peidong Jia, Jiaming Liu, Senqiao Yang, Jiarui Wu, Xiaodong Xie, Shanghang Zhang
[Paper]

Click to show [Full Publications]

Click to show [Selected Publications]



Education
  • Ph.D. in Information Engineering, The Chinese University of Hong Kong,                     Aug. 2024 - present
    Advisor: Prof. Tianfan Xue
  • B.Eng. in Computer Science and Technology, Beihang University,                                 Aug. 2020 - Jul. 2024
    • Selected Awards
  • [Jun 2024] Outstanding Graduate Thesis Award
  • [Jun 2024] Outstanding Graduate Award
  • [Nov 2023] SamSung Scholarship
  • [Nov 2022] National Scholarship





    • The website template was borrowed from [1], [2], and [3]. Many thanks!