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
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: ArticlesPart-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation
Computers, Materials and Continua, vol. 78, no. 3, pp. 3021-3039Contributions to Journals: ArticlesTHE BAT: Thoughts Hierarchical Enhancement Beyond Arbitrary Text Style Transfer
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-981-97-5672-8_32
- [ONLINE] View publication in Scopus
Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT
IEEE journal of biomedical and health informatics, vol. PP, pp. 1-10Contributions to Journals: ArticlesDomain-adapted driving scene understanding with uncertainty-aware and diversified generative adversarial networks
CAAI Transactions on Intelligence TechnologyContributions to Journals: Articles
- 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.
- Publications
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Page 1 of 2 Results 1 to 10 of 12
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: ArticlesPart-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation
Computers, Materials and Continua, vol. 78, no. 3, pp. 3021-3039Contributions to Journals: ArticlesTHE BAT: Thoughts Hierarchical Enhancement Beyond Arbitrary Text Style Transfer
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-981-97-5672-8_32
- [ONLINE] View publication in Scopus
Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT
IEEE journal of biomedical and health informatics, vol. PP, pp. 1-10Contributions 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
Improving Synthetic to Realistic Semantic Segmentation with Parallel Generative Ensembles for Autonomous Urban Driving
IEEE Transactions on Cognitive and Developmental Systems, vol. 14, no. 4, pp. 1496-1506Contributions to Journals: ArticlesFine-grained RNN with Transfer Learning for Energy Consumption Estimation on EVs
IEEE Transactions on Industrial Informatics, vol. 18, no. 11, pp. 8182-8190Contributions to Journals: ArticlesSynthetic to Realistic Imbalanced Domain Adaption for Urban Scene Perception
IEEE Transactions on Industrial Informatics, vol. 18, no. 5, pp. 3248 - 3255Contributions to Journals: ArticlesA Fog caching scheme enabled by ICN for IoT environments
Future Generation Computer Systems, vol. 111, pp. 82-95Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.future.2020.04.040
