BEng, PhD
Lecturer
- About
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- 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
Part-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation
Computers, Materials and Continua, vol. 78, no. 3, pp. 3021-3039Contributions to Journals: ArticlesLabel-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT
IEEE journal of biomedical and health informaticsContributions to Journals: ArticlesCompound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection
IEEE journal of biomedical and health informaticsContributions to Journals: ArticlesDomain-adapted driving scene understanding with uncertainty-aware and diversified generative adversarial networks
CAAI Transactions on Intelligence TechnologyContributions to Journals: ArticlesDKTNet: Dual-Key Transformer Network for small object detection
Neurocomputing, vol. 525, pp. 29-41Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.neucom.2023.01.055
- [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.
