Chengguo Weng
University of Waterloo
Current Ph.D. Students and Postdoctoral Fellow
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Zhenzhen Huang, Ph.D. student (co-supervised with Pengyu Wei), started in September 2020. Zhenzhen is working on portfolio selection using deep learning.
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Ruihong Jiang, Ph.D. student (co-supervised with David Saunders), started in January 2020. Ruihong is working on applications of reinforcement learning to portfolio problems.
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Xiaoxue Deng, Ph.D. student (co-supervised with Ken Seng Tan), started in September 2018. Xiaoxue is working on sample average method for stochastic optimization problems arising in insurance and finance.
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Yechao Meng, Ph.D. student (co-supervised with Dr. Liqun Diao), started in May 2018. Yechao is working machine learning methods for the forecasting of human mortality.
Former Postdoctoral Fellow
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Xiaole Xue (co-supervised with Dr. Alexander Schield)
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Feb 2019 - Jan 2020
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Current employment: Assistant Professor, School of Management, Shandong University
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Zhihan Gao
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Sep 2015 - Aug 2016
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Current employment: Senior Data Scientist, Royal Bank of Canada
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Former Ph.D. Students
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Zhiyi (Joey) Shen
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Thesis title: Numerical Solutions to Stochastic Control Problems: When Monte Carlo Simulation Meets Nonparametric Regression
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Click Here to Download
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Graduation year: 2019
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Current employment: Morgan Stanley, New York
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Danqiao Guo (co-supervised with Dr. Tony Wirjanto).
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Thesis title: A Statistical Response to Challenges in Vast Portfolio Selection
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Graduation year: 2019
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First employment: Point 72, Singapore
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Hongcan Lin (co-supervised with Dr. David Saunders)
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Thesis title: Applications of Stochastic Control to Portfolio Selection Problems
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Graduation year: 2018
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First employment: TD Bank, Toronto, Canada
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Jingong Zhang (co-supervised with Dr. Ken Seng Tan)
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Thesis title: Risk Management with Basis Risk
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Graduation year: 2018
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First employment: Assistant Professor, Nanyang Business School, Nanyang Technological University of Singapore
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Dezhao Han (co-supervised with Dr. Ken Seng Tan)
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Thesis title: Sparse Models in High-Dimensional Dependence Modelling and Index Tracking
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Graduation year: 2016
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First employment: TD Bank, Toronto, Canada
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Chao Qiu (co-supervised with Mary Hardy), under my supervision for about 1.5 years
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Graduation year: 2012
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Thesis title: Option Pricing under Regime-Switching Models and Hedging Analysis
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First employment: Lecturer, University of Calgory
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Visiting Ph.D. Students
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Peiqi Wang (from Tianjin University, Tianjin, China)
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Visit Waterloo during Sep. 2019 - Aug. 2020
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Work on optimal control problems in insurance and finance
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Ying Zou (from Zhejiang University, Hangzhou, China)
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Visit Waterloo during Oct. 2018 - Sep. 2019
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Work on financial econometrics
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Chuiliu Kong (from Shandong University, Jinan, China)
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Visit Waterloo during Sep. 2017 - Aug. 2018
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Work on optimal control with partial information
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Xiaole Xue (from Shandong University, Jinan, China)
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Visit Waterloo during Sep. 2016 - Aug. 2017
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Work on actuarial/finance applications of backward stochastic differential equations
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Haoze Sun (from Zhejiang University, Hangzhou, China)
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Visit Waterloo during Nov. 2015 - Apr. 2016
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Work on statistical inference for empirical optimization models in finance and insurance
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Yunzhou Zhou (from Zhejiang University, Hangzhou, China)
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Visit Waterloo during Nov. 2012 - Jun. 2013
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Work on the topic of optimal reinsurance design
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Current and Former Master Students
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2019, Ruihong Jiang, Climate change risk in stock markets
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2019, Zixin Xu, Subspace mean–variance portfolio: A solution to “Markowitz optimization enigma"?
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2018, Hailin Yang, A review: cyber risk management and cyber insurance
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2017, Yechao Meng, Residual estimation error in capital adequacy
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2017, Shuying Yan, Regression credibility model
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2016, Di Ai, Matching quantiles estimation and index tracking
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2016, Tianshi Yao, Dynamic longevity hedging with q-forwards and CBD model
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2016, Chenjing Cui, A hypothesis test for threshold selection in peak-over-threshold extreme value models
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2016, Tiantian Yang, Hedging longevity/mortality risk with mortality immunization
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2016, Xinle Sheng, Estimation of operational risk capital
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2016, Yiming Wang, Inflation forecasting with ARIMA and GARCH models
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2015, Bing Wang, Optimal reinsurance design under expectile risk measure
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2015, Chi Zhang, Portfolio selection with expectiles
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2015, Ya Yu, Robust portfolio selection in estimation errors
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2015, Yi Zhang, Pricing California earthquake catastrophe bond by Gamma approximation
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2014, Ning Chang, An empirical optimal reinsurance under Dutch premium principle
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2014, Jing Lin, Minimize tracking error using nonnegative-lasso
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2014, Hongcan Lin, CPPI with regime switching multiplier
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2014, Guanglin Chen, Empirical optimal reinsurance model
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2013, Siying Wei, A non-parametric approach for optimal sparse mean-CVaR portfolio selection
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2013, Wenrui Chen, Discrete-time CPPI with proportional trading cost and exposure cap
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2013, Ye Dong, Dependence modelling using vine copulas
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2013, Wanxuan Wang, Two tests on time-varying dependence structure
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2013, Wenjing Miao, Discrete CPPI strategy with regime switching
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2013, Rui Xu, Life contingent option pricing under double-exponential jump-diffusion models
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2013, Anderson St. Hill, Modeling insurance claims by combining mixture Erlang and the generalized Pareto distributions
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2012, Ryan Samaratunga, Uncovering the value of private reinsurance using a federal-provincial reserve fund process for crop insurance in Canada
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2012, Tianmeng Jiang, Sensitivity analysis for an investment-consumption optimization problem
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2012, Hanhui Xie, Effectiveness of discrete time CPPI under skewed distributions
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2012, Yan Wang, Discrete CPPI and adaptive CPPI with jump diffusion
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2012, Qiang Fu, Adaptive discrete-time and continuous-time CPPI method with proportional transaction costs