51cg

People

Dr Yining Hua

Dr Yining Hua
Dr Yining Hua
Dr Yining Hua

BEng, PhD

Lecturer

Accepting PhDs

51cg
Email Address
yining.hua@abdn.ac.uk
School/Department
School of Natural and Computing Sciences


Biography

I am currently a lecturer (assistant professor) at School of Natural and Computing Sciences, 51cg, and also a honorary researcher at University of Glasgow. I received my B.Eng. degree in information security from Northeastern University, Shenyang, China, in 2016, and the Ph.D. degree from the Department of Computer Science, Loughborough University, U.K., in 2020. Before I joined 51cg, I have subsequently worked as a postdoctoral researcher at School of Computing science, University of Glasgow, and a lecturer at University of Roehampton (London) and University of Lincoln, U.K..

My research interests include

  • applied artificial intelligence (AI), machine leaning (ML), and robotics & autonomous systems (RAS).
  • future generation computer networks, internet of things (IoTs), distributed wireless systems
  • information security, blockchain

I am accepting PhD applications, please feel free to reach out for discussions.

Latest Publications

  • Frequency Aided Attention Mechanism for Better Segmentation Generalisation and Explainability

    Lawal, M., Yuan, Z., Hua, Y., Yi, D.
    Pattern Recognition, vol. 180, no. Part A, 113988
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]

  • Fish Detection and Size Estimation Using Curved Ellipse Modeling and Voting-Based Matching

    Moorhead, C., Hua, Y., Yi, D., Li, Y., Fernandes, P. G.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:

  • Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT

    Yi, D., Hua, Y., Murchie, P., Sharma, P.
    IEEE journal of biomedical and health informatics, vol. 29, no. 4, pp. 2335-2344
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Enhanced Multi-Branch Learning for Long-Tailed Image Recognition

    Wang, J., Guo, Z., Yi, D., Hua, Y., Meng, Q.
    Multimedia Systems, vol. 31, 16
    Contributions to Journals: Articles
    • [ONLINE] DOI:

  • Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection

    Yi, D., Baltov, P., Hua, Y., Philip, S., Sharma, P. K.
    IEEE journal of biomedical and health informatics, vol. 28, no. 4, pp. 1959 - 1970
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

View My Publications

Research

Research Areas

Accepting PhDs

I am currently accepting PhDs in Computing Science.

Please get in touch if you would like to discuss your research ideas further.

Computing Science

  • Accepting PhDs
View Research Area

Research Specialisms

  • Artificial Intelligence
  • Machine Learning
  • Computer Vision
  • Computer and Information Security
  • Computer Networks

Our research specialisms are based on the Higher Education Classification of Subjects (HECoS) which is , published under the licence.

Update