Projects per year
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Dive into the research topics where School of Data Science is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
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Profiles
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SONG Yongduan, Prof.
- Division of Industrial Data Science - Henry Y. W. Fong Chair Professor of Industrial Data Science
- School of Data Science - Dean of the School of Data Science
Person: Administrative, Academic
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Mathematical Modeling and Analysis of Graph Neural Networks (图神经网络的数学建模与分析)
CHAN, R. (PI), LI, L. (CoI) & TAI, X. C. (CoI)
Research Grants Council (Hong Kong, China)
1/01/26 → 31/12/28
Project: Grant Research
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Reduced-dimensional predictor learning of co-dynamic data from dynamic systems (源于動態系統的共同動態數據的降維預測學習)
QIN, S. J. (PI) & MO, Y. (CoI)
Research Grants Council (Hong Kong, China)
1/01/26 → 31/12/28
Project: Grant Research
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Advancing Scalable Point Cloud Compression with Hierarchical Representation (基于层次化表示的高效可扩展点云压缩)
KWONG, S. T. W. (PI), CONG, R. (CoI) & YUAN, H. (CoI)
Research Grants Council (Hong Kong, China)
1/01/26 → 31/12/28
Project: Grant Research
Research output
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Achieving Constrained Optimization Digraphs Within Preset-Time via Integral Sliding Mode Control
CHEN, S. & SONG, Y., Jan 2026, In: IEEE Transactions on Cybernetics. 56, 1, p. 183-191 9 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
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Adaptive pattern learning particle swarm optimization for large-scale optimization
LAI, Z.-T., WANG, Z.-J., LIU, S., CHEN, Z.-G., ZHAN, Z.-H., KWONG, S. & ZHANG, J., Feb 2026, In: Swarm and Evolutionary Computation. 101, 15 p., 102268.Research output: Journal Publications › Journal Article (refereed) › peer-review
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A data-knowledge driven approach with wearable sensors for intelligent gait disorders identification
CHEN, M., YU, L., ZHAO, Q., WANG, X., YEUNG, E. H. K., TSUI, K. L., WANG, H. & ZHAO, Y., Jan 2026, In: Biomedical Signal Processing and Control. 111, 108289.Research output: Journal Publications › Journal Article (refereed) › peer-review
Prizes
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50th Geneva International Exhibition of Inventions: Bronze Medal
KWONG, S. T. W. (Recipient), Apr 2025
Prize: Prize (CDCF)
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Fellow of the Canadian Academy of Engineering (CAE)
KWONG, S. T. W. (Recipient), 2025
Prize: Prize (CDCF)
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Global AI Challenge for Building E&M Facilities 2025 - Gold Award
LIU, Y. (Recipient), LI, J. (Recipient) & ZHU, Z. (Recipient), Aug 2025
Prize: Prize (CDCF)
File
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Explaining Explainable Artificial Intelligence (XAI)
YAO, X. (Keynote speaker)
31 Oct 2025 → 2 Nov 2025Activity: Talks or Presentations › Keynote Speech
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Online Learning of Data Streams with Concept Drift
YAO, X. (Keynote speaker)
21 Jul 2025 → 23 Jul 2025Activity: Talks or Presentations › Keynote Speech
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Online Learning of Data Streams with Concept Drift
YAO, X. (Keynote speaker)
Jul 2025 → …Activity: Talks or Presentations › Keynote Speech
Press/Media
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【科創獻港力】嶺大創防偽二維碼 「一物一碼」禁翻兜 Prof Kwong’s research project on Decentralised Authentication of Anti-Counterfeiting QR Codes Using Vision Transformer-Based Federated Learning
10/08/25
1 item of Media coverage
Press/Media: Research / Knowledge Transfer
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Student theses
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Scientific multimodal summarization : integrating knowledge across textual, visual and auditory content
TAN, Z. (Author), CHIU, H. W. B. (Supervisor) & WONG, M. L. (Co-supervisor), 1 Sept 2025Student thesis: PhD Thesis (Lingnan)
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Three-stage latent dynamics forecasting (T-LDF) framework for Shenzhen Metro passenger flow prediction
ZHANG, T. (Author), QIN, S. Z. J. (Supervisor), 21 Jul 2025Student thesis: MPhil Thesis (Lingnan)
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Towards scalable taxi demand prediction
SHEN, Y. (Author), SHEN, J. (Supervisor), 25 Jul 2025Student thesis: MPhil Thesis (Lingnan)