Projects per year
Personal profile
Name in Chinese
鄺得互
Biography
Professor KWONG Sam Tak Wu is the Associate Vice-President (Strategic Research), J.K. Lee Chair Professor of Computational Intelligence, the Dean of the School of Graduate Studies and the Acting Dean of the School of Data Science of Lingnan University. Professor Kwong is a distinguished scholar in evolutionary computation, artificial intelligence (AI) solutions, and image/video processing, with a strong record of scientific innovations and real-world impacts. Professor Kwong was listed as the World’s Top 2% Scientists by Stanford University since 2022 and one of the most highly cited researchers by Clarivate in 2022 and 2023. He has also been actively engaged in knowledge transfer between academia and industry. He was elevated to IEEE Fellow in 2014 for his contributions to optimization techniques in cybernetics and video coding. He was a Fellow of the Asia-Pacific Artificial Intelligence Association (AAIA) in 2022, and the President of the IEEE Systems, Man, and Cybernetics Society (SMCS) in 2021-23. He is a fellow of US National Academy of Inventors (NAI) and the Hong Kong Academy of Engineering Sciences (HKAES). Professor Kwong has a prolific publication record with over 350 journal articles, and 160 conference papers with an h-index of 84 based on Google Scholar. He is currently the associate editor of a number of leading IEEE transaction journals.
Research interests
- Evolutionary Algorithms
- Video Coding
- Pattern Recognition
- Machine Learning
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Adaptive Dynamic Range Enhancement Oriented to High Dynamic Display (面向高動態顯示的自適應動態範圍增強)
KWONG, S. T. W. (PI), KUO, C.-C. J. (CoI), WANG, S. (CoI) & ZHANG, X. (CoI)
Research Grants Council (HKSAR)
1/01/21 → 31/12/24
Project: Grant Research
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Intelligent Ultra High Definition Video Encoder Optimization for Future Versatile Video Coding (用于未来多功能视频编码的智能超高清视频编码器优化)
KWONG, S. T. W. (PI), ZHOU, M. (CoI), KUO, C.-C. J. (CoI) & WANG, S. (CoI)
Research Grants Council (HKSAR)
1/01/20 → 30/06/23
Project: Grant Research
Research output
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A Multiobjective Particle Swarm Optimizer based Localized Feature Selection for Imbalanced Fault Diagnosis
GAO, L., ZHOU, Y., GUO, H. & KWONG, S. T. W., 8 Aug 2024, (E-pub ahead of print) 2024 IEEE Congress on Evolutionary Computation (CEC). IEEE, 8 p.Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review
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An efficient cheating-detectable secret image sharing scheme with smaller share sizes
LIU, Z., ZHU, G., ZHANG, Y., ZHANG, H. & KWONG, S., 1 Mar 2024, In: Journal of Information Security and Applications. 81, 103709.Research output: Journal Publications › Journal Article (refereed) › peer-review
1 Citation (Scopus) -
An Improved Gradient-Based Repair Method for Constrained Numerical Optimization
JI, J.-Y., YANG, S., LEE, K. Y., WONG, M. L. & KWONG, S., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8 p. (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review
Prizes
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Best Paper Award, 17th IEEE International Conference on Cognitive Informatics & Cognitive Computing (Non-LU)
KWONG, S. T. W. (Recipient), 16 Jul 2018
Prize: Prize (Non-CDCF)
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Fellow of the Hong Kong Academy of Engineering Sciences (HKAES) 2023
KWONG, S. T. W. (Recipient), 2023
Prize: Prize (CDCF)
Activities
- 1 Other Invited Talks or Presentations
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Creating a Better Future: Harnessing AI for Social and Environmental Responsibility
KWONG, S. (Speaker)
7 Dec 2023Activity: Talks or Presentations › Other Invited Talks or Presentations
Press/Media
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嶺南大學|市場需求驅動專業設計,畢業生就業率超 95% Commentary on the employment rate of Lingnan University graduates
6/08/24
1 item of Media coverage
Press/Media: Research / Knowledge Transfer
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嶺大頂尖學者研發AI技術貢獻社會 增強影像質素助提升智慧交通管理 Lingnan University scientist Prof Sam Kwong Tak-wu’s research on AI enhances image quality in low-light environment
17/07/24
1 item of Media coverage
Press/Media: Research / Knowledge Transfer
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嶺南大學數據科學學院成立 致力培育人工智能及數據科學專家 New School of Data Science of Lingnan to hone AI and data scientist experts
12/06/24
1 item of Media coverage
Press/Media: Research / Knowledge Transfer