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
赵琪2019年在北京工业大学获博士学位,2017至2018年在澳大利亚新南威尔士大学进行博士联合培养;2019至2021年在南方科技大学计算机科学与工程系进行博士后研究工作;2021年至今在南方科技大学计算机科学与工程系任研究助理教授。
个人简介
研究领域
自动机器学习,运筹学,演化计算
主持国家自然科学基金、广东省基础与应用基础研究基金、深圳市人才类资助、企业委托横向等项目多项
学术成果 查看更多
- Automated design of metaheuristic algorithms: A survey
Zhao Q, Duan Q, Yan B, Cheng S, Shi Y*
Transactions on Machine Learning Research (TMLR), 2024. https://openreview.net/forum?id=qhtHsvF5zj (Survey Certificate Award)
- PyPop7: A pure-python library for population-based black-box optimization
Duan Q, Zhou G, Shao C, Wang Z, Feng M, Huang Y, Tan Y, Yang Y, Zhao Q, Shi Y*
Journal of Machine Learning Research (JMLR), 2024, 25: 1-28.
- Automated metaheuristic algorithm design with autoregressive learning
Zhao Q, Liu T, Yan B, Duan Q, Yang J, Shi Y*
IEEE Transactions on Evolutionary Computation (TEVC), Early Access, 2024. DOI: 10.1109/TEVC.2024.3464677.
- 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 (TCYB), 2024, 54(2): 935-947.
- Distributed evolution strategies with multi-level learning for large-scale black-box optimization
Duan Q, Shao C, Zhou G, Zhang M, Zhao Q, Shi Y*
IEEE Transactions on Parallel and Distributed Systems (TPDS), Early Access, 2024. DOI: 10.1109/TPDS.2024.3437688
- Evolutionary robust clustering over time for temporal data
Zhao Q, Yan B, Yang J, Shi Y*
IEEE Transactions on Cybernetics (TCYB), 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 (TCYB), 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 (TEVC), 2019, 23(2): 247-257.