Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-6802-2463
Scopus Author ID: 25655559700
Impact
Qualifications (Brief)
BEng(Glasgow), PhD(Glasgow)
FIEEE
Biography
Prof. TAN Kay Chen received the B.Eng degree with first class honors and Ph.D. degree from the University of Glasgow in 1994 and 1997, respectively. He is actively pursuing research in artificial/computational intelligence and machine learning, with applications to evolutionary multi-objective optimization, data analytics, prognostics, BCI, and operational research etc.
He is the Editor-in-Chief of IEEE Transactions on Evolutionary Computation (IF: 5.908), was the EiC of IEEE Computational Intelligence Magazine (2010-2013), and currently serves on the Editorial Board of 15+ international journals. He has been an invited Keynote/Plenary speaker for over 50 international conferences and was the General Co-Chair for IEEE World Congress on Computational Intelligence 2016 in Vancouver, Canada.
He is an elected member of IEEE CIS AdCom (2017-2019) and is an IEEE Distinguished Lecturer (2015-2017). He has published 130+ journal papers, 130+ conference papers, and co-authored 7 books. He is a Fellow of IEEE.
Prizes/Honours
Award and Achievement
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2016 “IEEE TNNLS Outstanding Paper Award” IEEE Computational Intelligence Society.
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2012 “Outstanding Early Career Award” IEEE Computational Intelligence Society.
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2008 “Recognition Award” International Network for Engineering Education & Research (iNEER).
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 from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Anti-Confounding Hashing: Enhancing Radiological Image Retrieval via Debiased Weighting and Counterfactual Reasoning
Zhang, Y., Hu, Y., Cai, C., Huang, Y.-A., Huang, Z.-A. & Tan, K. C., 13 Jan 2025, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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A Scalable Test Problem Generator for Sequential Transfer Optimization
Xue, X., Yang, C., Feng, L., Zhang, K., Song, L. & Tan, K. C., May 2025, In: IEEE Transactions on Cybernetics. 585, 5, p. 2110-2123Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Dynamic Graph Representation Learning for Spatio-Temporal Neuroimaging Analysis
Liu, R., Hu, Y., Wu, J., Wong, K.-C., Huang, Z.-A., Huang, Y.-A. & Tan, K. C., Mar 2025, In: IEEE Transactions on Cybernetics. 55, 3, p. 1121-1134Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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A Multiform Evolutionary Search Paradigm for Bilevel Multiobjective Optimization
Feng, Y., Feng, L., Kwong, S. & Tan, K. C., Dec 2024, In: IEEE Transactions on Evolutionary Computation. 28, 6, p. 1719-1732Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
7 Citations (Scopus) -
Asymmetric Source-Free Unsupervised Domain Adaptation for Medical Image Diagnosis
Zhang, Y., Huang, Z.-A., Wu, J. & Tan, K. C., 2024, Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024. Los Alamitos, Calif.: IEEE, p. 234-239 (Proceedings - IEEE Conference on Artificial Intelligence, CAI).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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NSFC-SRI: 基于进化算法的半监督多任务深度学习及应用
TAN, K. C. (Principal Investigator / Project Coordinator)
1/01/19 → …
Project: Research
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GRF: Towards Advanced Transfer Learning in Complex Environments
TAN, K. C. (Principal Investigator / Project Coordinator) & Feng, L. (Co-Investigator)
1/01/20 → 6/01/21
Project: Research
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SZGov-SRI: 基于进化多目标优化的最优动作生成与迁移方法研究
TAN, K. C. (Principal Investigator / Project Coordinator)
18/03/19 → 17/09/21
Project: Research
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GRF: Towards Automatic Design of Deep Neural Networks
TAN, K. C. (Principal Investigator / Project Coordinator) & QIN, K. (Co-Investigator)
1/01/19 → 6/01/21
Project: Research
Prizes
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IEEE Computational Intelligence Magazine Outstanding Paper Award
TAN, K. C. (Recipient), Jun 2019
Prize: RGC 64B - Prizes and awards
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IEEE Transactions on Neural Networks and Learning Systems Outstanding Paper Award
TAN, K. C. (Recipient), Jul 2016
Prize: RGC 64B - Prizes and awards
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IEEE Transactions on Artificial Intelligence (Journal)
TAN, K. C. (Editor-in-Chief)
2020 → 2021Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor
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Metaheuristics (Journal)
TAN, K. C. (Editorial Board Member)
2018 → …Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor
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14th International Workshop on Complex Systems and Networks
TAN, K. C. (Keynote Speaker)
2017 → …Activity: Talk/lecture or presentation › Presentation
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The 24th International Conference on Neural Information Processing
TAN, K. C. (Organiser)
2017 → …Activity: Organizing or Participating in a conference / an event › Conference / Symposium
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The 11th International Conference on Simulated Evolution and Learning
TAN, K. C. (General Co-Chair)
2017 → …Activity: Organizing or Participating in a conference / an event › Conference / Symposium