Curriculum Vitae

General Information

Full Name
Yitao ZHU (朱一涛)
Contact
yitao.zh@outlook.com
Languages
Mandarin (native), English (fluent)
Profile animation

Research Interests

  • My current research focuses on multimodal large language models (MLLMs) for medical image analysis, leveraging MLLMs to enable more reliable and naturally interactive computer-aided diagnosis (CAD), report generation, and medical image synthesis.

Education

  • 2025.09 - Present
    Ph.D. in Health Technology and Informatics (expected)
    The Hong Kong Polytechnic University, Hong Kong
    • Advised by Prof. Anqi Qiu
    • Research field is multimodal large language models (MLLMs) for medical image analysis
  • 2022.09 - 2025.06
    M.S. in Computer Science
    ShanghaiTech University, Shanghai, China
    • Advised by Prof. Qian Wang
    • Research field is medical image ananlysis and computer vision
  • 2018.09 - 2022.06
    B.S. in Computer Science
    ShanghaiTech University, Shanghai, China
    • Research field is MRI image super-resolution and segmentation

Activities

  • Reviever for
    • Pattern Recognitiion
    • The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)
    • Medical Image Computing and Computer Assisted Interventions (MICCAI)
    • AAAI Conference on Artificial Intelligence (AAAI)

Teaching Experience

  • 2023.03 - 2023.07
    Teaching Assistant
    ShanghaiTech University, Shanghai, China
    • Course: Medical Big-Data and Artificial Intelligence (BME-2106)
    • Responsibilities: Grading, office hours, and project supervision

Computer Skills

  • Programming Languages: Python, C++, C, MATLAB, JavaScript
  • Frameworks: PyTorch, TensorFlow, OpenCV, scikit-learn
  • Tools: Git, Docker, LaTeX, Jupyter Notebook
  • Platforms: Linux, Windows

Other Interests

  • Sports: Badminton, Running
  • Hobbies: Gaming, Traveling, Photography

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