Projects per year
Personal profile
Personal profile
Dr Ying Weng is Professor, Computer Science Course Director in School of Computer Science at University of Nottingham Ningbo. Before joining as Assistant Professor at Bangor University, UK in 2011, she worked on the International Standardisation in the British Broadcasting Corporation, London, UK; Postdoctoral research at Imperial College, London, UK; the European Framework Programme-6 Project coordinated by Fraunhofer Institute, Germany; the China Major State Research Development Programme 973 Project in the Chinese Academy of Sciences, Beijing, China. She Received PhD in Signal & Information Processing from the Chinese Academy of Sciences, Beijing, China in 2005.
Expertise Summary
AI/Machine Learning; Big Data in Image/Video Processing; Computer Vision; Brain Machine Interface; IoT & QoS in Wireless Networks; Multimedia Forensics.
Professional membership
Fellow HEA (Higher Education Academy)
Teaching
I have taught and developed courses at undergraduate and postgraduate levels:
Machine Learning
Big Data
Person Types
- Staff
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Heuristic Teaching Mode based on Large Language Model Improves the Programming Teaching in Big Data Course
Weng, Y. (PI)
1/01/25 → 12/07/28
Project: Government Funded Projects › Vertical-Provincial/Ministerial Government(省部级) Funded Projects
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Intelligent Monitoring and Early Warning for Water Environmental Quality based on Long Short-Term Memory Recurrent Neural Network
Weng, Y. (PI)
1/08/24 → 31/07/27
Project: Government Funded Projects › Vertical-Municipal/Departmental Government (市厅局级) Funded Projects
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Research and Clinical Application of Brain Tumor Multi-modality Explainable Artificial Intelligence System based on Medical Image and Digital Pathology
Weng, Y. (PI)
1/08/22 → 31/07/26
Project: Government Funded Projects › Vertical-Municipal/Departmental Government (市厅局级) Funded Projects
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Deep-Learning based Multi-Camera Calibration in Laparoscopy
Weng, Y. (PI)
1/12/18 → 30/11/21
Project: Government Funded Projects › Vertical-Municipal/Departmental Government (市厅局级) Funded Projects
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A Computer Vision System for Automatic Edge Detection of Magnetic Grain Profile
Liu, Z., Weng, Y. & Zhang, Y., 2025, Computer Vision – ECCV 2024 Workshops, Proceedings. Del Bue, A., Canton, C., Pont-Tuset, J. & Tommasi, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 197-210 14 p. (Lecture Notes in Computer Science; vol. 15626 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Fractional Tensor Recurrent Unit (fTRU): A Stable Forecasting Model with Long Memory
Qiu, H., Li, C., Weng, Y., Sun, Z. & Zhao, Q., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 2, p. 3598-3607 10 p.Research output: Journal Publication › Article › peer-review
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A comparative study of GNN and MLP based machine learning for the diagnosis of Alzheimer's Disease involving data synthesis
Chen, K., Weng, Y., Hosseini, A. A., Dening, T., Zuo, G. & Zhang, Y., Jan 2024, In: Neural Networks. 169, p. 442-452 11 p.Research output: Journal Publication › Article › peer-review
Open Access24 Citations (Scopus) -
A multi-view learning approach with diffusion model to synthesize FDG PET from MRI T1WI for diagnosis of Alzheimer's disease
Chen, K., Weng, Y., Huang, Y., Zhang, Y., Dening, T., Hosseini, A. A. & Xiao, W., 6 Dec 2024, In: Alzheimer's and Dementia. 21, 2, e14421.Research output: Journal Publication › Article › peer-review
Open Access2 Citations (Scopus) -
CWT-ViT: A time–frequency representation and vision transformer-based framework for automated robotic surgical skill assessment
Zhang, Y., Weng, Y. & Wang, B., 15 Dec 2024, In: Expert Systems with Applications. 258, 125064.Research output: Journal Publication › Article › peer-review
5 Citations (Scopus)