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.

Publications

Page 1 of 1 Results 1 to 15 of 15

  • 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]

  • Part-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation

    Xu, S., Zhang, L., Jiang, G., Hua, Y., Liu, Y.
    Computers, Materials and Continua, vol. 78, no. 3, pp. 3021-3039
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • THE BAT: Thoughts Hierarchical Enhancement Beyond Arbitrary Text Style Transfer

    Zeng, B., Liang, J., Hua, Y., Li, R., Deng, H., Peng, Y., Wang, R.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]
    • [ONLINE]

  • Domain-adapted driving scene understanding with uncertainty-aware and diversified generative adversarial networks

    Hua, Y., Sui, J., Fang, H., Hu, C., Yi, D.
    CAAI Transactions on Intelligence Technology
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • DKTNet: Dual-Key Transformer Network for small object detection

    Xu, S., Gu, J., Hua, Y., Liu, Y.
    Neurocomputing, vol. 525, pp. 29-41
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Improving Synthetic to Realistic Semantic Segmentation with Parallel Generative Ensembles for Autonomous Urban Driving

    Yi, D., Fang, H., Hua, Y., Su, J., Quddus, M. A., Han, J.
    IEEE Transactions on Cognitive and Developmental Systems, vol. 14, no. 4, pp. 1496-1506
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]
    • [ONLINE]

  • Fine-grained RNN with Transfer Learning for Energy Consumption Estimation on EVs

    Hua, Y., Sevegnani, M., Yi, D., Birnie, A., Mcaslan, S.
    IEEE Transactions on Industrial Informatics, vol. 18, no. 11, pp. 8182-8190
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Synthetic to Realistic Imbalanced Domain Adaption for Urban Scene Perception

    Hua, Y., Yi, D.
    IEEE Transactions on Industrial Informatics, vol. 18, no. 5, pp. 3248 - 3255
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]
    • [ONLINE]

  • A Fog caching scheme enabled by ICN for IoT environments

    Hua, Y., Guan, L., Kyriakopoulos, K. G.
    Future Generation Computer Systems, vol. 111, pp. 82-95
    Contributions to Journals: Articles
    • [ONLINE] DOI:

  • Blockchain technology in current agricultural systems: From Techniques to Applications

    Lin, W., Huang, X., Fang, H., Wang, V., Hua, Y., Wang, J., Yin, H., Yi, D., Yau, L.
    IEEE Access, vol. 8, pp. 143920-143937
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Semi-Edge: From Edge Caching to Hierarchical Caching in Network Fog

    Hua, Y., Guan, L., Kyriakopoulos, K. G.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:

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