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Renmin University of China | Master | 2022 - 2025
School of Statistics Epidemiology and Biostatistics
Awards: National Scholarship (2024), Guotai Junan Scholarship (2023)
Research Interests: Statistical Modeling, Model Selection, Causal Inference
Renmin University of China | Bachelor (Double Degree) | 2016 - 2020
School of Statistics Applied Statistics
School of Information and Resource Management Information Resource Management
Internship
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Tencent | Data Science | 2024.6 - 2024.9
Responsible for the growth of authors/content on the video account platform, and the design of platform satisfaction surveys.
ByteDance | Data Science | 2024.3 - 2024.6
Responsible for the optimization of international e-commerce recommendation systems, inventory regulation, and traffic allocation.
ByteDance | Data Science | 2023.11 - 2024.3
Responsible for the platform content security of TikTok, including the design of a risk indicator system, optimization of risk recall strategies, and enhancing platform trust.
Publication
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Wang Y, Deng H, Gao S, Li T, Wang F. A Fresh Perspective on Examining Population Emotional Well-Being Trends by Internet Search Engine: An Emerging Composite Anxiety and Depression Index. Int. J. Environ. Res. Public Health. 2024; 21(2):202. doi: 10.3390/ijerph21020202. Link
Gao S, Deng H, Wen S, Wang Y. Effects of accelerated biological age on depressive symptoms in a causal reasoning framework. J Affect Disord. 2023 Oct 15;339:732-741. doi: 10.1016/j.jad.2023.07.019. Epub 2023 Jul 11. PMID: 37442448. Link
Software
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2023, R Package: [uotm] Uncertainty of Time Series Model Selection Methods Link
2020, R Package: [mcb] Model Confidence Bounds Link