I am an assistant professor at Fudan University. I completed my Ph.D. at Peking University. After that, I pursued postdoctoral research at the Academy of Mathematics and Systems Science, Chinese Academy of Sciences. I am a youth editorial board member for the Journal of Systems Science and Complexity.
My research interest includes dynamic online algorithms for complex data (functional data, matrix data, high-dimensional data, etc.) and policy evaluation for spatio-temporal data with interference. I am also interested in incorporating machine learning methods and theory, ordinary/partial differential equations with statistical modeling and inference. My email address is yangying@fudan.edu.cn
📝 Publications
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Yang Y. and Yao F.* (2023). Online estimation for functional data. JASA.
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Yang Y., Yao F.* and Zhao P. (2024). Online smooth backfitting for generalized additive model. JASA.
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Chen Z.#, Yang Y.# and Yao F.* (2024). Dynamic matrix recovery. JASA.
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Luo S.#, Yang Y.#, Shi C.#, Yao F., Ye J. and Zhu H.* (2024). Policy evaluation for temporal and/or spatial dependent experiments. JRSSB.
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Wen, Q., Shi, C., Yang, Y., Tang, N., and Zhu, H. (2025). Unraveling the interplay between carryover effects and reward autocorrelations in switchback experiments. ICML.
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Zhang W.#, Yang Y.# and Yao F. (2025+). High-dimensional Detection of Spatial Interference Effects. Minor Revision. JBES.
🎖 Programs
- General Program, National Natural Science Foundation of China.
- Xianghui Youth Program, Fudan University.
- Youth Program (C), National Natural Science Foundation of China.
- Young Elite Scientists Sponsorship Program, China Association for Science and Technology.
- Guozhi Xu Posdoctoral Research Foundation, Academy of Mathematics and Systems Science.
- Special Foundation, China Postdoctoral Science Foundation.
📖 Educations
- 2017.09 - 2022.07, Ph.D. in statistics, Peking University.
- 2013.09 - 2017.07, Bachelor in statistics, Beijing Normal University.