Vu Minh Hieu Phan

Dr Vu Minh Hieu Phan

Grant-Funded Researcher (B)

Australian Institute for Machine Learning - Projects

Faculty of Sciences, Engineering and Technology

Eligible to supervise Masters and PhD - email supervisor to discuss availability.


Vu Minh Hieu Phan is a research fellow working on foundational AI models, and deep learning for various applications such as image and text generation, and medical image analysis. His research interests include visual foundational models, vision language models, multi-modal modeling, generative model, and unified LLMs that understand multi-modal inputs and perform diverse tasks (e.g., generation, classification, and segmentation). His research has been published at top-tier venues such as CVPR, ACL, IJCV, EMNLP, WACV, MICCAI, and Neurocomputing journal. He serves as a regular reviewer for TPAMI, IJCV, TCSVT, NeurIPS, and CVPR.

My research involves developing deep learning models and large language models for multi-modality, computer vision, natural language processing, and medical image analysis. Here is my Google Scholar profile.

My area of research includes:

  • Multi-modal Large Language Models.
  • Visual foundational models for zero-shot / few-shot learning of medical imaging.
  • Vision-language modeling for medical image classification and segmentation.
  • Generative models for image synthesis.
  • Continual learning of semantic segmentation.
  • Knowledge distillation for efficient deep learning.
  • Current Higher Degree by Research Supervision (University of Adelaide)

    Date Role Research Topic Program Degree Type Student Load Student Name
    2024 Principal Supervisor Towards Explainable AI in Medical Imaging: Bridging the Gap between Deep Learning and Radiologist Trust with Human Interactions Doctor of Philosophy Doctorate Full Time Mr Huy Ta
    2023 Co-Supervisor Explainable and Semantically Meaningful Deep Learning Models for Medical Risk Prediction and Diagnostics Doctor of Philosophy Doctorate Full Time Mr Townim Faisal Chowdhury
  • Position: Grant-Funded Researcher (B)
  • Email: vuminhhieu.phan@adelaide.edu.au
  • Campus: North Terrace
  • Building: Australian Institute for Machine Learning, floor 2
  • Org Unit: Australian Institute for Machine Learning - Projects

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External Profiles