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赵琪
研究助理教授
计算机科学与工程系
赵琪，博士，南方科技大学计算机科学与工程系研究助理教授/副研究员、硕士生导师
I am a Research Assistant Professor with the Swarm Intelligence Laboratory, Department of Computer Science and Engineering, Southern University of Science and Technology, China since 2021. I was a Postdoctoral Fellow in Computer Science and Technology with the same laboratory during 2019 and 2021. I obtained the PhD degree in Management Science and Engineering from Beijing University of Technology, China in 2019 and was a Joint PhD student in Computer Science with the University of New South Wales, Canberra, Australia during 2017 and 2018.
个人简介
个人简介
研究领域
Automated Machine Learning, Evolutionary Computation, Optimization
学术成果 查看更多
AutoOpt: A general framework of automatically designing metaheuristic optimization algorithms with diverse structures
Zhao Q, Yan B, Chen X, Hu T, Cheng S, Shi Y*
arXiv Preprint, https://arxiv.org/abs/2204.00998
AutoOptLib: Automatically tailoring metaheuristic optimizers via automated algorithm design
Zhao Q, Yan B, Hu T, Chen X, Duan Q, Yang j, Shi Y*
arXiv Preprint, https://arxiv.org/abs/2303.06536
Automated design of metaheuristic algorithms: A survey
Zhao Q, Duan Q, Yan B, Cheng S, Shi Y*
Transactions on Machine Learning Research, 2024, https://openreview.net/forum?id=qhtHsvF5zj (Awarded with Survey Certificate)
Gridless evolutionary approach for line spectral estimation with unknown model order
Yan B, Zhao Q, Zhang J*, Zhang J A, Yao X
IEEE Transactions on Cybernetics, 2024, 54(2): 935-947.
Evolutionary robust clustering over time for temporal data
Zhao Q, Yan B, Yang J, Shi Y*
IEEE Transactions on Cybernetics, 2023, 53(7): 4334-4346.
Evolutionary dynamic multi-objective optimization via learning from historical search process
Zhao Q, Yan B, Shi Y*, Middendorf M
IEEE Transactions on Cybernetics, 2022, 52(7): 6119-6130.
Adaptive sorting-based evolutionary algorithm for many-objective optimization
Liu C, Zhao Q*, Yan B, Elsayed S, Ray T, Sarker R
IEEE Transactions on Evolutionary Computation, 2019, 23(2): 247-257.
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联系地址
工学院南楼343A
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电子邮箱
zhaoq@sustech.edu.cn |
