BEng, PhD
Lecturer
- About
-
- 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, University of Aberdeen, 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 University of Aberdeen, 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
Fish Detection and Size Estimation Using Curved Ellipse Modeling and Voting-Based Matching
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsLabel-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT
IEEE journal of biomedical and health informatics, vol. 29, no. 4, pp. 2335-2344Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/JBHI.2023.3340201
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/44bef647-55d9-4576-9330-5f25b452ed91/download
- [ONLINE] View publication in Scopus
Enhanced Multi-Branch Learning for Long-Tailed Image Recognition
Multimedia Systems, vol. 31, 16Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1007/s00530-024-01542-2
Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection
IEEE journal of biomedical and health informatics, vol. 28, no. 4, pp. 1959 - 1970Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/JBHI.2023.3313785
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/45d5f41d-0e93-461a-a449-35155182c2b1/download
- [ONLINE] View publication in Scopus
Part-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation
Computers, Materials and Continua, vol. 78, no. 3, pp. 3021-3039Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.32604/cmc.2023.045853
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/99398f27-42e8-46d8-aa9e-94dc563fb07b/download
- [ONLINE] View publication in Scopus
- Research
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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 PhDsResearch 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 HESA open data, published under the Creative Commons Attribution 4.0 International licence.
