Shujun Wang Assistant Professor Department of Biomedical Engineering The Hong Kong Polytechnic University Office: Room ST421c Email: shu-jun.wang at polyu dot edu dot hk

Biography

• I am looking for self-motivated PhD students for Year 2024. Please feel free to drop me an email with your CV and GPA (>3.2). Email subject: PhD application - {Your BEng School Name} - {Your Name}. GPA conversion tools can be downloaded here.
• More information about the scholarship for your postgraduate study in PolyU: https://www.polyu.edu.hk/en/gs/prospective-students/fellowship-scholarship-schemes/
• I am an Assistant Professor in BME of The Hong Kong Polytechnic University. Before that I was a Research Associate in University of Cambridge and Postdoctoral Researcher in the University of Hong Kong. I have completed my PhD study at the Department of Computer Science and Engineering, The Chinese University of Hong Kong, supervised by Prof. Pheng-Ann Heng and Prof. Chi-Wing Fu. Previously, I received the B. Eng degree from Honors College in Northwestern Polytechnical University.
• My research interests include Deep Learning for Medical Image Analysis, specificlly in multimodaly learning and generalization learning.

Recent News

• [11/2022] Our paper was accepted by AAAI 2023 titled "MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis".
• [09/2022] Our CMMCA workshop paper got the Best Paper Awards titled "Multitask Learning-driven Volume and Slice Level Contrastive Learning for 3D Medical Image Classification".
• [09/2022] One paper is accepted by NeurIPS 2022 titled Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning.
• [08/2022] One paper is accepted by THE LANCET Digital Health (IF: 36.615) titled "A deep learning model for detection of Alzheimer's disease based on retinal photographs: a retrospective, multicentre study ".
• [05/2022] I join University of Cambridge as a Research Associate and work with Carola-Bibiane Schönlieb, Zoe Kourtzi , and Angelica.
• [05/2022] Server as a Meta-review in MIUA conference.
• [02/2022] I am helping to co-organize the WiMIUA workshop. You are welcome to submit your abstract.
• [09/2021] I have worked as a Postdoc in CUHK in the Group of Prof. Pheng-Ann Heng.

Publications

Challenges

• [2019] Second place, Detection and segmentation of optic disc (PALM challenge in ISBI 19)
• [2018] Champion, Optic Disc & Cup Segmentation (REFUGE challenge in MICCAI 18)
• [2015] Champion, International Underwater Robot Competition
• [2015] Second Prize, Circuit Fundamental Contest of NPU
• [2014] Champion, Chinese Robot Competition

Honors & Awards

• Outstanding Graduates of Northwestern Polytechnical University, 2017
• National Scholarship in China, 2015
• Excellent Student Awards (only 2 students selected form the Honors College), 2015
• The ChinaNational Aero-Technology Import & Export Corporation Special Scholarship (only 10 students selected from the NPU), 2016
• First-class Scholarship for Outstanding Students, 2014 & 2016

Teaching Experiences

• ENGG 2020 Digital Logic and Systems, Fall 2019
• CENG 2010 Digital Logic Design Laboratory, Spring 2019
• ENGG 2020 Digital Logic and Systems, Fall 2018
• ENGG 1110 Problem Solving by Programming, Spring 2018
• ENGG 2020 Digital Logic and Systems, Fall 2017

Professional Activities

• Conference Co-organizer

  WiMIUA 2022

• Journal Reviews

  International Journal of Computer Vision
  IEEE Transactions on Neural Networks and Learning Systems
  IEEE Transactions on Medical Imaging
  IEEE Journal of Biomedical and Health Informatics
  Artificial Intelligence in Medicine
  IEEE Access

• Conference Reviews

  MICCAI
  AAAI
  ICCV
  CVPR MIUA