Shumeng Li (李姝萌)

PhD Student


Reasoning & Learning Group
Department of Computer Science and Technology
National Institute of Healthcare Data Science
National Key Laboratory for Novel Software Technology
Nanjing University, Nanjing 210023, China
Supervisor: Associate Professor Yinghuan Shi

About Me

I am currently a PhD student in Department of Computer Science and Technology at Nanjing University and a member of Reasoning & Learning Group, fortunately supervised by Prof. Yinghuan Shi. My research interest lies in computer vision and biomedical image analysis. .

Interests
  • Computer Vision
  • Biomedical Image Analysis
  • Artificial Intelligence
Education

  • PhD student in Computer Science and Technology

    Nanjing University, 2023-

  • MSc in Analytics

    Nanyang Technological University (NTU), 2020-2021

  • BEng in Computer Science and Technology

    Xiamen University, 2016-2020

Publications

Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
Heng Cai, Shumeng Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao.
PDF Code
PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation

IEEE Transactions on Medical Imaging (TMI), 2022.
Shumeng Li, Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao.
Code
Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation

Int. Conf. of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC), 2021.
Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan
PDF Code
MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels

Int. Conf. on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021.
Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan
PDF Code

Experience

 
 
 
 
 
Research Assistant, National Institute of Healthcare Data Science
Nanjing University
Oct 2021 – Aug 2023 Nanjing
 
 
 
 
 
Research Intern, Institute for Infocomm Research (I2R)
Agency for Science, Technology and Research (A*STAR)
Jul 2021 – Jan 2021 Singapore
Research on medical images recognition and segmentation

Correspondence

Email: lism@nju.edu.cn;
Address: Li Shumeng, National Institute of Healthcare Data Science, Nanjing University, Gulou Campus, 22 Hankou Road, Gulou District, Nanjing 210023, China
(南京市鼓楼区汉口路22号, 南京大学, 鼓楼校区, 健康医疗大数据国家研究院, 210008.)