Yunlu Yan      

I'm Yunlu Yan, currently a Ph.D. Student at Robotics and Autonomous Systems Thrust, Hong Kong University of Science and Technology (GuangZhou), supervised by Prof. Lei Zhu. Before that, I received my master degree at the School of Computer Science and Technology, Harbin Institute of Technology (ShenZhen), supervised by Prof. Yong Xu. My research interests focus on computer vision, AI for healthcare, and federated learning .

Email  /  CV  /  Google Scholar  /  Github

News

  • [2023/03]   1 paper was accepted by IEEE TNNLS.
  • [2023/02]   Start my Ph.D. study, at the day of Feb. 8, 2023!
  • [2022/11]   I passed my oral defense for the master degree, at the day of Nov. 26, 2022!
  • [2022/08]   1 paper was accepted by IEEE TMI.
  • [2022/06]   1 paper was accepted by IEEE TMI.
  • [2021/12]   1 paper was accepted by MICCAI 2021.

  • Education

    Hong Kong University of Science and Technology (GuangZhou)
    Ph.D. student   • Feb. 2023 - Present
    Advisors:   Prof. Lei Zhu

    Harbin Institute of Technology (ShenZhen)
    Master student  • Sep. 2020 - Dec. 2022
    Advisors:   Prof. Yong Xu

    Research Experience

    Jarvis Lab, Tencent
    Research Internship       • Dec. 2021 - Oct. 2022
    Advisors:   Dr. Yuexiang Li, Dr. Hong Wang, Dr. Nanjun He and   Dr. Yefeng Zheng

    Publication [Google Scholar] (: Equal Contribution.)
    Conference: MICCAI (1)
    Journal: TMI (2)    TNNLS (1)
    Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution
    Chun-Mei Feng, Yunlu Yan, Yu Kai, Yong Xu, Jian Yang, Ling Shao, Huazhu Fu
    IEEE Transactions on Neural Networks and Learning Systems, IEEE TNNLS 2023
    [Paper], [Code]
    Topic: Multi-modal Learning, MR Image Super-Resolution.
    Specificity-Preserving Federated Learning for MR Image Reconstruction
    Chun-Mei Feng, Yunlu Yan, Shanshan Wang, Yong Xu, Ling Shao, Huazhu Fu
    IEEE Transactions on Medical Imaging, IEEE TMI 2022
    [Paper], [Code]
    Topic: Federated Learning, MRI Reconstruction.
    Multi-Modal Transformer for Accelerated MR Imaging
    Chun-Mei Feng, Yunlu Yan, Geng Chen, Yong Xu, Ling Shao, Huazhu Fu
    IEEE Transactions on Medical Imaging, IEEE TMI 2022
    [Paper], [Code]
    Topic: Multi-modal Learning, Transformer, MRI Reconstruction.
    Task Transformer Network for Joint MRI Reconstruction and Super-Resolution
    Chun-Mei Feng, Yunlu Yan, Huazhu Fu, Li Chen, Yong Xu
    International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2021
    [Paper], [Code]
    Topic: Multi-task Learning, Transformer, MRI Reconstruction, MRI Super-Resolution.

    Academic Service

  • Conference Reviewer:   ACM MM'2022  MIUA'2022

  • Honors & Scholarships

  • Robust Logo Detection (ACM MM 2021 workshop, held by Alibaba) , Top 20 award (19/36490) ,  2021


  • Last updated on Mar. 15, 2023

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