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Collaborations and top research areas from the last five years
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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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
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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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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
Research output
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Achieving Asymptotic Tracking Yet Accommodating More Generalized Performance Specifications via Approximation-free Approach
CAO, L., HUANG, X., LV, M. & SONG, Y., 2 Feb 2026, (E-pub ahead of print) In: IEEE Transactions on Automatic Control.Research output: Journal Publications › Journal Article (refereed) › peer-review
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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
1 Link opens in a new tab Citation (Scopus) -
A Conceptual Framework of AI Transparency from Sociotechnical Perspective
HUANG, C., WANG, Z., WEN, X., WANG, X. & YAO, X., Apr 2026, In: IEEE Transactions on Artificial Intelligence. 7, 4, p. 1942-1955 14 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access
Prizes
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Bronze Medal, 51st International Exhibition of Inventions Geneva
QIN, S. J. (Recipient) & CHEN, S. (Recipient), Mar 2026
Prize: Prize (CDCF)
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Gold Medals, 51st International Exhibition of Inventions Geneva
QIN, S. J. (Recipient), MO, Y. (Recipient), LIU, Y. (Recipient), LI, J. (Recipient) & ZHU, Z. (Recipient), Mar 2026
Prize: Prize (CDCF)
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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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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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以AI模型開發二維碼新技術 提升防偽與私隱保障令全民受惠 Prof Sam Kwong Tak-wu elected as fellow of the Canadian Academy of Engineering
16/05/25
1 item of Media coverage
Press/Media: Research / Knowledge Transfer
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)