Curriculum Vitae
General Information
| Full Name | Pengli Zhu (朱鹏莅) |
| Contact | pengli.zhu@polyu.edu.hk |
| Languages | Mandarin (native), English (fluent) |
Research Interests
- My current research interests include intelligent image processing and machine learning.
Employment
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2024.04 - Present Research Associate and ITF Postdoctoral Fellow
Hong Kong Polytechnic University, Hong Kong. - Advised by Prof. Anqi Qiu
- Research on Q-space Guided DWI Synthesis and MRI Harmonization.
Education
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2023.02 - 2024.02 Joint-Training Ph.D. Medical Image Analysis
National University of Singapore, Singapore - Advised by Prof. Anqi Qiu
- Cycle-conditional diffusion model for noise correction of diffusion-weighted images
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2013.09 - 2024.04 B.Eng., M.Eng., Ph.D. Computer Vision and Intelligent Decision
Dalian Maritime University, Dalian, China - Advised by Prof. Yancheng Liu, Prof. Siyuan Liu and Prof. Youtao Zhao
- Research on Unsupervised Quality Enhancement Algorithm for Underwater Images in Complex Marine Environments
- Monocular Depth Prediction Based Autonomous Reinforcement Control of Underwater Vehicles
Awards and Honors
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Awards
- Awarded 1st Prize in the Brain Region Segmentation Task of the Parkinson's Disease Auto Diagnosis Challenge, MICCAI 2025
- China Scholarship Council (CSC) (NO.202206570013)
- Excellence Award - 2nd National Postdoctoral Innovation and Entrepreneurship Competition (Innovation Track) (NO.2023100069)
- Outstanding Paper of 2022 - Journal of Electronics & Information Technology
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Honors
- Session Chair of Top Conference (OCEANS 2024-Singapore)
Activities
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Regular Reviever
- MICCAI
- Neural Networks
- Pattern Recognition
- Medical Image Analysis
- Expert Systems with Applications
- IEEE Transactions on Medical Imaging
- IEEE Transactions on Vehicular Technology
- Engineering Applications of Artificial Intelligence
- IEEE Journal of Biomedical and Health Informatics
- IEEE Transactions on Pattern Analysis and Machine Intelligence
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Professional Memberships
- Institute of Electrical and Electronics Engineers (IEEE)
- Medical Image Computing and Computer Assisted Intervention (MICCAI)
- Organization for Human Brain Mapping (OHBM)
- China Computer Federation (CCF)
Computer Skills
- Programming Languages: Python, C#, MATLAB
- Frameworks: PyTorch, TensorFlow, OpenCV, scikit-learn
- Tools: Git, Docker, LaTeX, Jupyter Notebook
- Platforms: Linux, Windows
Other Interests
- Sports: Basketball, Running
- Hobbies: Cooking, Traveling, NBA