Yanming Zhu

Dr Yanming Zhu is a Research Fellow at the School of Computer Science and Engineering at the University of New South Wales (UNSW), Australia. She holds a PhD in Computer Science from UNSW (2019), a Master’s degree from Tianjin University, and a Bachelor’s degree from Shandong Agricultural University, China.

• Education:
  • B.E., Shandong Agricultural University, China
  • M.E., Tianjin University, China
  • PhD, University of New South Wales, Australia (2019)

Research Focus: Dr Zhu specializes in computer vision and deep learning methodologies for biomedical image analysis, fingerprint biometrics, and false data injection attack detection. Her work addresses specific challenges such as live cell segmentation and tracking, 3D fingerprint representation, enhancement, and recognition, neural architecture search, super-resolution, and stereo vision-based 3D reconstruction. These interdisciplinary applications bridge artificial intelligence with healthcare and cybersecurity domains.

Collaborative Interests: Her expertise aligns with UNSW’s technology for good initiatives, particularly in AI and quantum computing. She contributes to advancing biomedical imaging and secure data analysis through cutting-edge computational techniques.

Location: Room 401, K17, CSE building, UNSW.