Projects per year
Personal profile
Personal profile
I have completed my PhD study in 2014 at McMaster University in Canada. My thesis focuses on asymptotic behaviour of three infinite dimensional diffusions arising from population genetics. After graduation, I worked at Zhongnan University of Economics and Law, and join Xian Jiaotong Liverpool University since September 2017. nbsp;My research interests are mainly about asymptotic behaviours of Markov process, such as large deviation principle and moderate deviation principle in statistical physics and population genetics. Concentration inequality and some other type of non-asymptotic approximation would be my new interest due to its fundamental role in machine learning and random algorithm.
Research interests
Large deviation principle, population genetics, Statistical physics, Statistical inference.
Experience
Associate Professor, Xi'an-Jiaotong Liverpool University - 2023 to present
Lecturer, Xi'an-Jiaotong Liverpool University - 2017 to 2023
Lecturer, Zhongnan University of Economics and Law - 2014 to 2017
Teaching
MTH007, MTH008, MTH206 (Module Leader), MTH 302, MTH 303, MTH312 (Module Leader)
Education/Academic qualification
Ph.D. , McMaster University, Hamilton,ON. Canada - 2014
M.Sc , McMaster University, Hamilton,ON. Canada - 2010
M.Sc , Wuhan University, Wuhan, Hubei, China - 2009
B.Sc , Central China Normal University, Wuhan, Hubei, China - 2007
Research areas
- Stochastic processes
- Limiting theory
- random algorithm
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Projects
- 4 Finished
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Asymptotic behavior of exchangeable random partitions
Zhou, Y. (PI)
1/01/23 → 31/12/25
Project: Internal Research Project
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Valuation of American and Barrier Options under Continuous-Time Markov Chains and Applications
Zhou, Y. (Team member), Yang, C. (Team member), Wu, Y. (Team member), Hong, Y. (PI) & Xu, M. (Team member)
1/01/23 → 31/12/25
Project: Internal Research Project
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Heterogeneous High-throughput Data Association
赵科科 (Team member), 马静 (Team member), Wathen, A. (Team member), Niu, Q. (Team member), Zhou, Y. (Team member), Liang, H. (Team member), 申槟瑞 (Team member), 朱圣鑫 (Team member) & Ma, F. (PI)
1/01/19 → 31/12/21
Project: Internal Research Project
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Some Problems associated with two-parameter Fleming-Viot process
Zhou, Y. (PI), 王艳清 (Team member) & 刘晔诚 (Team member)
1/01/18 → 31/12/20
Project: Governmental Research Project
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Convergence analysis of Schrödinger-Föllmer samplers without convexity
Jiao, Y., Kang, L., Liu, Y. & Zhou, Y., 22 Jul 2026, (E-pub ahead of print) In: Science China Mathematics.Research output: Contribution to journal › Article › peer-review
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Dual process in the two-parameter Poisson–Dirichlet diffusion
Griffiths, R. C., Ruggiero, M., Spanò, D. & Zhou, Y., Jan 2025, In: Stochastic Processes and their Applications. 179, 104500.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Precise Deviations for Branches of the Random Binary Tree in the Horton–Strahler Analysis
Gao, F., Qu, Z. & Zhou, Y., 29 Apr 2025, In: Journal of Statistical Physics. 192, 35 p., 65.Research output: Contribution to journal › Article › peer-review
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Fast Computation of Randomly Walking Volatility with Chained Gamma Distributions
Zhang, D. & Zhou, Y., 2024, (Accepted/In press) In: Computational Economics. 66, 3, p. 2199-2223 25 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Optimal Settings of Cryptocurrency Trading Pairs
Zhang, D., Zhou, Y., Liu, H., Hu, B., Zhang, W. & Stefanidis, A., 2024, Proceedings - 2024 IEEE International Conference on Decentralized Applications and Infrastructures, DAPPS 2024. Institute of Electrical and Electronics Engineers Inc., p. 19-24 6 p. (Proceedings - 2024 IEEE International Conference on Decentralized Applications and Infrastructures, DAPPS 2024).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Open Access
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Exchangeable random partitions and its asymptotics.
Zhou, Y. (Speaker)
24 Apr 2026 → 26 Apr 2026Activity: Talk or presentation › Invited talk
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Compound Poisson representation of Sampling Models
Zhou, Y. (Speaker)
27 Jun 2025Activity: Talk or presentation › Invited talk
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Diffusion Process and its applications in Deep learning
Zhou, Y. (Speaker)
1 Jul 2024 → 5 Jul 2024Activity: Talk or presentation › Invited talk
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Precise Asymptotic of Ewens-Pitman Sampling model
Zhou, Y. (Speaker)
12 Apr 2024 → 14 Apr 2024Activity: Talk or presentation › Invited talk
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Diffusions Derived from Branching Diagram
Zhou, Y. (Speaker)
20 Oct 2023Activity: Talk or presentation › Invited talk