Yuhao Liu      

I'm Yuhao, a Ph.D. candidate at City University of Hong Kong, supervised by Prof. Rynson W.H. Lau. Before that, I received my M.S degree from Dalian University of Technology in 2022, supervised by Prof. Xin Yang and and B.Eng. degree from Zheng Zhou University in 2019, supervised by Prof. Bo Zhang. Previously, I worked on object segmentation (e.g., image matting and referring image segmentation). Currently, my research interests focus on image and video editing. I'm open to collaborations and discussions, so feel free to drop me an email if you're interested.

Email  /  CV  /  Google Scholar  /  Github

News

  • [2024/09]   1 paper was accepted by NeurIPS 2024.
  • [2024/06]   1 paper was accepted by MIA.
  • [2024/06]   1 paper was accepted by IEEE TMI.
  • [2024/02]   1 paper was accepted by CVPR 2024.
  • [2023/12]   2 papers were accepted by AAAI 2024.
  • [2023/08]   1 paper was accepted by IEEE TIP.
  • [2023/07]   1 paper was accepted by ICCV 2023.
  • [2023/03]   1 paper was accepted by CVPR 2023.
  • [2022/06]   1 paper was accepted by ACM TOMM.
  • [2022/03]   1 paper was accepted by IEEE TIP.
  • [2021/09]   1 paper was accepted by IEEE TMM.
  • [2021/07]   1 paper was accepted by ICCV 2021.
  • [2021/07]   1 paper was accepted by IEEE TMM.
  • [2021/03]   1 paper was accepted by IEEE TMM.
  • [2020/02]   1 paper was accepted by CVPR 2020.

  • Selected Publications [Google Scholar] (*: Joint First Authorship)
    ''Weakly Supervised Referring Image Segmentation via Progressive Comprehension'' [project]
    Zaiquan Yang, Yuhao Liu *, Jiaying Lin, Gerhard Petrus Hancke, Rynson W. H. Lau,
    Advances in Neural Information Processing Systems (NeurIPS), 2024
    ''Multi-Grained Contrastive Representation Learning for Label-Efficient Lesion Segmentation and Onset Time Classification of Acute Ischemic Stroke'' [project]
    Jiarui Sun, Yuhao Liu, Yan Xi, Gouenou Coatrieux, Jean-Louis Coatrieux, Xu Ji, Liang Jiang, Yang Chen,
    Medical Image Analysis (MIA), 2024
    ''Pathological Asymmetry-Guided Progressive Learning for Acute Ischemic Stroke Infarct Segmentation'' [project]
    Jiarui Sun, Qiuxuan Li, Yuhao Liu, Yichuan Liu, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen, Jie Lu,
    IEEE Transactions on Medical Imaging (TMI), 2024
    ''Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks'' [project]
    Yuhao Liu, Zhanghan Ke, Fang Liu, Nanxuan Zhao, Rynson Lau
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    ''Recasting Regional Lighting for Shadow Removal'' [Oral] [project]
    Yuhao Liu, Zhanghan Ke, Ke Xu, Fang Liu, Zhenwei Wang, Rynson Lau,
    Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
    ''Multi-view Dynamic Reflection Prior for Video Glass Surface Detection'' [project]
    Fang Liu, Yuhao Liu*, Jiaying Lin, Ke Xu, Rynson Lau,
    Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
    ''Structure-Informed Shadow Removal Networks'' [project]
    Yuhao Liu, Qing Guo, Lan Fu, Zhanghan Ke, Ke Xu, Wei Feng, Ivor W Tsang, Rynson Lau
    IEEE Transactions on Image Processing (IEEE TIP), 2023
    ''Referring Image Segmentation Using Text Supervision'' [project]
    Fang Liu, Yuhao Liu*, Yuqiu Kong, Ke Xu, Lihe Zhang, Baocai Yin, Gerhard Hancke, Rynson Lau
    International Conference on Computer Vision (ICCV), 2023
    ''Neural Preset for Color Style Transfer'' [project]
    Zhanghan Ke, Yuhao Liu, Lei Zhu, Nanxuan Zhao, Rynson Lau
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    ''Tripartite Information Mining and Integration for Image Matting'' [project]
    Yuhao Liu, Jiake Xie, Xiao Shi, Yu Qiao, Yujie Huang, Yong Tang, Xin Yang
    Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    ''Prior-Induced Information Alignment for Image Matting'' [project]
    Yuhao Liu, Jiake Xie, Yu Qiao, Yong Tang, Xin Yang
    IEEE Transactions on Multimedia (IEEE TMM)
    ''Attention-Guided Hierarchical Structure Aggregation for Image Matting'' [project]
    Yu Qiao, Yuhao Liu*, Xin Yang, Dongsheng Zhou, Mingliang Xu, Qiang Zhang, Xiaopeng Wei
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020

    Academic Service

  • Conference Reviewer:   CVPR,   ICCV,   ECCV,   AAAI
  • Journal Reviewer:   IEEE TPAMI,   IJCV,   IEEE TIP

  • Honors & Scholarships

  • China National Scholarship (Rate <= 0.01%),  2021 - 2022
  • China National Scholarship (Rate <= 0.01%),  2017 - 2018
  • Southern Airlines Scholarship (Rate <= 0.01%),  2016-2017


  • Last updated on Dec. 13th, 2023

    This awesome template borrowed from here and here.