Projects per year
Personal profile
Name in Chinese
姚新
Biography
Prof Yao Xin is the Vice-President (Research and Innovation) and the Tong Tin Sun Chair Professor of Machine Learning at Lingnan University. Previously, he held academic positions at the Southern University of Science and Technology (China), the University of Birmingham (UK), Australian Defence Force Academy, University College, the University of New South Wales (Australia), and the University of Science and Technology of China (China). Prof Yao was elected as an IEEE Fellow in 2003. He won the Royal Society Wolfson Research Merit Award in 2012, IEEE Computational Intelligence Society Evolutionary Computation Pioneer Award in 2013, and the prestigious IEEE Frank Rosenblatt Award in 2020. He served as the Editor-in-Chief of IEEE Transactions on Evolutionary Computation in 2003-08 and the President of the IEEE Computational Intelligence Society in 2014-15. He was listed in World's Top 2% Scientists by Stanford University since 2021 and named Highly Cited Researcher in 2022 and 2023. According to Google Scholar, his research has been cited over 74,000 times by other scholars, with an H-index of 122.
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
Projects
- 1 Active
Research output
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Portfolio Optimization with Translation of Representation for Transport Problems
ZAJECKA, M., MASTALERCZYK, M., CHONG, S. Y., YAO, X., KWIECIEN, J., CHMIEL, W., DAJDA, J., KISIEL-DOROHINICKI, M. & BYRSKI, A., Jan 2025, In: Journal of Artificial Intelligence and Soft Computing Research. 15, 1, p. 57-75Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access -
Tree-Based Genetic Programming for Evolutionary Analog Circuit with Approximate Shapley Value
SHI, X., MINKU, L. L. & YAO, X., 2025, Artificial Intelligence XLI - 44th SGAI International Conference on Artificial Intelligence, AI 2024, Proceedings. BRAMER, M. & STAHL, F. (eds.). Springer, Cham, p. 253-267 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15446 LNAI).Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review
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Accelerating surrogate assisted evolutionary algorithms for expensive multi-objective optimization via explainable machine learning
LI, B., YANG, Y., LIU, D., ZHANG, Y., ZHOU, A. & YAO, X., Jul 2024, In: Swarm and Evolutionary Computation. 88, 101610.Research output: Journal Publications › Journal Article (refereed) › peer-review
2 Citations (Scopus)
Prizes
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Stanford's top 2% most highly cited scientists 2023 (Non-LU)
YAO, X. (Recipient), Oct 2023
Prize: Prize (CDCF)
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Press/Media
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15大機構十年研究證明:無約束AI必然超越人類,創造能力也更強! Prof Xin Yao’s research paper on AI development
26/12/24
1 item of Media coverage
Press/Media: Research / Knowledge Transfer
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15大機構十年研究證明:無約束AI必然超越人類,創造能力也更強! Prof Xin Yao’s research paper on AI development
26/12/24
1 item of Media coverage
Press/Media: Research / Knowledge Transfer
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嶺南大學副校長姚新教授應邀來校召開學術講座 Prof Xin Yao gives a lecture on Guangzhou Nanfang College
17/12/24
1 item of Media coverage
Press/Media: Research / Knowledge Transfer