Dr Yanming Zhu
Senior Research Associate

Dr Yanming Zhu

 

Engineering
Computer Science and Engineering

Dr Yanming Zhu is a Research Associate in the School of Computer Science and Engineering. She received a B.E. degree from Shandong Agricultural University, China; a M.E. degree from Tianjin University, China; and a PhD degree in Computer Science from the University of New South Wales, Australia in 2019. 

Her research focuses on developing computer vision and machine and deep learning methodologies for biomedical image analysis, fingerprint biometrics, and other applications such as false data injection attack detection. Some specific research problems include live cell segmentation and tracking; (3D, latent) fingerprint representation, enhancement, and recognition; neural architecture search; super-resolution; and stereo vision-based 3D reconstruction.

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Location
Room 401, K17, CSE
  • Journal articles | 2022
    Wang M; Yin X; Zhu Y; Hu J, 2022, 'Representation Learning and Pattern Recognition in Cognitive Biometrics: A Survey', Sensors, vol. 22, pp. 5111 - 5111, http://dx.doi.org/10.3390/s22145111
    Journal articles | 2022
    Yin X; Zhu Y; Xie Y; Hu J, 2022, 'PowerFDNet: Deep Learning-Based Stealthy False Data Injection Attack Detection for AC-Model Transmission Systems', IEEE OPEN JOURNAL OF THE COMPUTER SOCIETY, vol. 3, pp. 149 - 161, http://dx.doi.org/10.1109/OJCS.2022.3199755
    Journal articles | 2021
    Yin X; Zhu Y; Hu J, 2021, 'A Comprehensive Survey of Privacy-preserving Federated Learning: A Taxonomy, Review, and Future Directions', ACM Computing Surveys, vol. 54, pp. 1 - 36, http://dx.doi.org/10.1145/3460427

 

 

 

 

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