Projects per year
Personal profile
Personal profile
Hailiang Yang, ASA and HonFIA, received his PhD degree from the University of Alberta and his Master degree in actuarial science from the University of Waterloo. He is currently a professor in the Department of Financial and Actuarial Mathematics at Xian Jiaotong-Liverpool University (XJTLU). Before joining XJTLU, he worked at the University of Hong Kong for 27 years. His research focuses on actuarial science and mathematical finance. He has worked with many leading figures in the field. He has supervised more than 20 PhD students, and his graduate students are, in many cases, now well-known researchers in their own right. Furthermore, he is an editor of Insurance; Mathematics and Economics and an associate editor of six other journals. In addition, he is an Associate of the Society of Actuaries, and he was elected as an Honorary Fellow of the Institute and Faculty of Actuaries and a Corresponding Member of the Swiss Association of Actuaries in 2014. He is an elected member of the International Statistical Institute (ISI). He received an Outstanding Research Award from the University of Hong Kong in 2013–2014.
Experience
Professor, Department of Statistics and Actuarial Science The University of Hong Kong, November 2006 to June 2023
Professor, Department of Financial and Actuarial Mathematics Xi’an Jiaotong-Liverpool University, July 2023 to present
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
M.Math. Actuarial Science University of Waterloo, 1995
Ph.D. Statistics and Applied Probability, University of Alberta, 1993
Research areas
- Applications of deep learning in actuarial science
- Optimal insurance trategy
- Equity-linked insurance products
- Cyber risk
- Risk management
Keywords
- QA75 Electronic computers. Computer science
- Applications of deep learning in actuarial science
- HG Finance
- Optimal insurance strategy
- Equity-linked insurance products
- Cyber risk
Person Types
- Staff
Fingerprint
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Collaborations and top research areas from the last five years
Projects
- 2 Active
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Some research problems in actuarial science using deep learning
Yang, H. (PI), Bai, L. (Team member), Zhang, Z. (Team member), Jin, Z. (Team member) & Li, S. (Team member)
1/01/25 → 31/12/28
Project: Governmental Research Project
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Insurance portfolio management using Deep Learning
Yang, H. (PI)
1/01/24 → 31/12/26
Project: Internal Research Project
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A Hybrid Deep Reinforcement Learning Method for Insurance Portfolio Management
Cheng, X., Jin, Z., Yang, H. & Yin, G., 10 Sept 2025, (Accepted/In press) In: Journal of Optimization Theory and Applications. 38 p.Research output: Contribution to journal › Article › peer-review
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Net Reserve Calculation for Whole Life Insurance under Mean-reverting Stochastic Interest Rate Models
Lyu, H. & Yang, H., 1 Mar 2025, In: Asia-Pacific Journal of Risk and Insurance. 19, 2, p. 87-116 30 p.Research output: Contribution to journal › Article › peer-review
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Optimizing Portfolios with Surrender Variable Annuities: A Deep Reinforcement Learning Approach
Huang, H., Jin, Z., Wu, F. & Yang, H., 6 Nov 2025, (Accepted/In press) In: Insurance: Mathematics and Economics. 47 p.Research output: Contribution to journal › Article › peer-review
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Textual analysis of insurance claims with large language models
Li, D., Jin, Z., Qian, L. & Yang, H., Jun 2025, In: Journal of Risk and Insurance. 92, 2, p. 505-535 31 p.Research output: Contribution to journal › Article › peer-review
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Weak Convergence of Utility-Risk Portfolios
Wong, K. C., Yam, P., Yang, H. & Zheng, H., 20 Aug 2025, (Accepted/In press) In: MATHEMATICAL CONTROL AND RELATED FIELDS. 31 p.Research output: Contribution to journal › Article › peer-review
Activities
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Actuarial Research Conference 2025
Hailiang Yang (Member of programme committee)
29 Jul 2025 → 1 Aug 2025Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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2025 CHINA CONFERENCE ON INSURANCE AND RISK MANAGEMENT (CCIRM 2025)
Hailiang Yang (Member of programme committee)
9 Jul 2025 → 12 Jul 2025Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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2025 CHINA CONFERENCE ON INSURANCE AND RISK MANAGEMENT (CCIRM 2025)
Hailiang Yang (Participant)
9 Jul 2025 → 12 Jul 2025Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …
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Optimizing Portfolios with Surrender Variable Annuities: A Deep Reinforcement Learning Approach
Hailiang Yang (Speaker)
1 Jul 2025 → 4 Jul 2025Activity: Talk or presentation › Presentation at conference/workshop/seminar
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The 28th International Congress on Insurance: Mathematics and Economics (Event)
Hailiang Yang (Chair)
1 Jul 2025 → 4 Jul 2025Activity: Membership › Membership of committee