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College of Liberal Arts & Sciences Actuarial Science and Risk Management

Zhiyu Quan

Director of IRisk Lab
Assistant Professor

Additional Campus Affiliations

Assistant Professor, Mathematics
Assistant Professor, Statistics
Assistant Professor, National Center for Supercomputing Applications (NCSA)
Office of Risk Management and Insurance Research (ORMIR) Faculty Fellow, Finance

Recent Publications

Chong, W. F., Linders, D. H., Quan, Z., & Zhang, L. (2025). Incident-specific cyber insurance. ASTIN Bulletin. Advance online publication. https://doi.org/10.1017/asb.2025.9

Dong, P., & Quan, Z. (2025). Automated machine learning in insurance. Insurance: Mathematics and Economics, 120, 17-41. https://doi.org/10.1016/j.insmatheco.2024.10.002

Quan, Z., Hu, C., Dong, P., & Valdez, E. A. (2024). Improving Business Insurance Loss Models by Leveraging InsurTech Innovation. North American Actuarial Journal. Advance online publication. https://doi.org/10.1080/10920277.2024.2400648

Zhang, L., Hu, C., & Quan, Z. (2024). NLP-Powered Repository and Search Engine for Academic Papers: A Case Study on Cyber Risk Literature with CyLit. North American Actuarial Journal. Advance online publication. https://doi.org/10.1080/10920277.2024.2416903

Quan, Z., Wang, Z., Gan, G., & Valdez, E. A. (2023). On hybrid tree-based methods for short-term insurance claims. Probability in the Engineering and Informational Sciences, 37(2), 597-620. https://doi.org/10.1017/S0269964823000074

View all publications on Illinois Experts

College of Liberal Arts & Sciences Actuarial Science and Risk Management

605 E. Springfield Ave.

Room 264

Champaign, IL 61820

(217) 300-0111

Email: ASRM-advising@illinois.edu

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