Yang Bing

Postdoctoral Fellow

The Chinese University of Hong Kong (CUHK)

The Chinese University of Hong Kong, Shenzhen

Hong Kong / Shenzhen, China

I am a Postdoctoral Fellow jointly appointed by The Chinese University of Hong Kong (CUHK) and The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen). I received my Ph.D. in Mathematics from the Department of Computer Science and Engineering at Southern University of Science and Technology (SUSTech), advised by Prof. Jiang Liu.

My research focuses on medical image analysis, including:

OCT image segmentation
Uncertainty estimation for medical image segmentation
Semi-supervised and self-supervised learning

Before joining SUSTech, I received my M.Eng. in Software Engineering from Sichuan University and my B.Eng. in Biomedical Engineering from Army Medical University.

selected publications

MedIA

Structural uncertainty estimation for medical image segmentation

Bing Yang, Xu Zhang, Hao Zhang, and 1 more author

Medical Image Analysis, 2025

Bib

@article{yang2025structural,
  title = {Structural uncertainty estimation for medical image segmentation},
  author = {Yang, Bing and Zhang, Xu and Zhang, Hao and others},
  journal = {Medical Image Analysis},
  year = {2025},
  pages = {103602}
}

IEEE SPL

HA-Net: Hierarchical attention network based on multi-task learning for ciliary muscle segmentation in AS-OCT

Bing Yang, Xu Zhang, Shuli Li, and 1 more author

IEEE Signal Processing Letters, 2023

Bib

@article{yang2023hanet,
  title = {{HA-Net}: Hierarchical attention network based on multi-task learning for ciliary muscle segmentation in {AS-OCT}},
  author = {Yang, Bing and Zhang, Xu and Li, Shuli and others},
  journal = {IEEE Signal Processing Letters},
  year = {2023},
  volume = {30},
  pages = {1342--1346}
}

OMIA

Network pruning for OCT image classification

Bing Yang, Y. Zhang, J. Cheng, and 1 more author

In Ophthalmic Medical Image Analysis (OMIA), 2019

Bib

@inproceedings{yang2019pruning,
  title = {Network pruning for {OCT} image classification},
  author = {Yang, Bing and Zhang, Y. and Cheng, J. and others},
  booktitle = {Ophthalmic Medical Image Analysis (OMIA)},
  year = {2019}
}

3CVIP

Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem

Y. Zhou, Bing Yang, X. Lin, and 1 more author

In 3CVIP, 2023

Bib

@inproceedings{zhou2023globallocal,
  title = {Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem},
  author = {Zhou, Y. and Yang, Bing and Lin, X. and others},
  booktitle = {3CVIP},
  year = {2023}
}

ISBI

Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation

X. Lin, Bing Yang, Y. Zhou, and 1 more author

In IEEE International Symposium on Biomedical Imaging (ISBI), 2023

Bib

@inproceedings{lin2023dualpath,
  title = {Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation},
  author = {Lin, X. and Yang, Bing and Zhou, Y. and others},
  booktitle = {IEEE International Symposium on Biomedical Imaging (ISBI)},
  year = {2023}
}