Personal profile
Education
2017.09-2021.08 PhD in Mathematics, University of Hong Kong
2014.09-2017.06 Beijing University of Chemical Technology Master of Management Science and Engineering
2010.09-2014.06 Bachelor of Science in Mathematics and Applied Mathematics, Beijing University of Chemical Technology
Professional Experience
2022.03-present Assistant Professor (Special Associate Researcher), School of Management and Economics, Beijing Institute of Technology
2021.09-2022.02 Postdoctoral Fellow, Faculty of Science, The University of Hong Kong
2019.06-2019.08 Visiting Scholar, BioInformatics Center, Kyoto University (Japan)
2018.06-2018.08 Yau Chengtong Center for Mathematical Sciences, Tsinghua University Visiting Scholar
2022.03-present Assistant Professor (Special Associate Researcher), School of Management and Economics, Beijing Institute of Technology
2021.09-2022.02 Postdoctoral Fellow, Faculty of Science, The University of Hong Kong
2019.06-2019.08 Visiting Scholar, BioInformatics Center, Kyoto University (Japan)
2018.06-2018.08 Yau Chengtong Center for Mathematical Sciences, Tsinghua University Visiting Scholar
Research Achievement
National Natural Science Foundation of China Youth Project: Research on Online Portfolio Selection Based on Intelligent Advisors China Postdoctoral Science Foundation Project: Research on High-frequency Online Investment Decision-making in the Financial Big Data Environment
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Research output
- 22 Article
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Data-driven auction design for blockchain-based digital asset trading: A mixed method
Ding, Y., Xu, S. X., Cheng, M., Guo, S., Kong, X. T. R. & Huang, G. Q., Jun 2026, In: Omega (United Kingdom). 141, 103482.Research output: Contribution to journal › Article › peer-review
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Adjustable cash inflows based online investment decision making
Lyu, B., Guo, S., Gu, J. W. & Ching, W. K., 25 Jul 2025, In: Expert Systems with Applications. 284, 127940.Research output: Contribution to journal › Article › peer-review
Open Access -
Distributionally robust online portfolio selection with ESG scores
Guo, S., Yin, M. & Ma, H., 2025, (Accepted/In press) In: IISE Transactions.Research output: Contribution to journal › Article › peer-review
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Uncertain online portfolio selection with LSTM predictors
Guo, S., Qin, Y. & Gao, Y., Dec 2025, In: Fuzzy Optimization and Decision Making. 24, 4, p. 615-641 27 p.Research output: Contribution to journal › Article › peer-review
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Vehicle route and speed optimization with carbon emission control in fragile goods transportation
Li, W., Sun, Q., Guo, S. & Ma, H., 2025, (Accepted/In press) In: International Journal of General Systems.Research output: Contribution to journal › Article › peer-review