Research Areas

Financial risk management (financial fraud detection, operational risk modeling, credit risk modeling), big data analysis, machine learning, text mining

Brief Introduction

Dr. Xiaoqian Zhu is an Associate Professor in School of Economics and Management, University of Chinese Academy of Sciences. She is also the Co-Editor of  Journal of International Financial Management & Accounting and the Associate Editor of Journal of Operational Risk.

She has published over 60 papers in international journals and conferences, including Humanities and Social Sciences Communications, Innovation, Review of Quantitative Finance and Accounting, International Review of Financial Analysis, Quantitative Finance, Accounting & Finance, and a short article in Nature. She has also earned 7 software copyrights in China, 5 Chinese patents and 6 best paper awards from well-known international conferences.

2010.09-2015.07 Institute of Policy and Management, Chinese Academy of Science, Ph.D in Management

2006.09-2010.07 School of Management, University of Science and Technology of China, Bachelor in Management

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2021.12-present  School of Economics and Management, University of Chinese Academy of Sciences, Associate Professor   

2019.07-2021.11 Institutes of Science and Development, Chinese Academy of Sciences, Associate Professor   

2015.07-2019.07 Institutes of Science and Development, Chinese Academy of Sciences, Assistant Professor   

Financial Technology

Financial Engineering

Financial Regulation and Anti-fraud

Risk management

​1. Xiaoqian Zhu, Yinghui Wang, Jianping Li*.  What drives reputational risk? Evidence from textual risk disclosures in financial statements. Humanities and Social Sciences Communications, 2022,9:318.

2. Xiaoqian Zhu, Xiang Ao, Zidi Qin, Yanpeng Chang, Yang Liu, Qing He*, Jianping Li*. Intelligent financial fraud detection practices in post-pandemic era. Innovation, 2021, 2(4): 100176. 

3. Jianping Li, Xiaoqian Zhu*, Dengsheng Wu. China’s publications: fewer but better. Nature, 2021, 592: 507.

4. Jianping Li*, Guowen Li, Xiaoqian Zhu, Yanzhen Yao. Identifying the influential factors of commodity futures prices through a new text mining approach. Quantitative Finance, 2020, 20(12): 1967-1981. 

5. Jianping Li, Jingyu Li,  Xiaoqian Zhu*, Yinhong Yao, Barbara Casu. Risk spillovers between FinTech and traditional financial institutions: Evidence from the U.S. International Review of Financial Analysis, 2020, 71, 101544.

6. Jianping Li, Guowen Li, Mingxi Liu, Xiaoqian Zhu*, Lu Wei. A novel text-based framework for forecasting agricultural futures using massive online news headlines. International Journal of Forecasting, 2022, 38(1): 35-50.

7. Lu Wei, Guowen Li, Xiaoqian Zhu, Jianping Li*. Discovering bank risk factors from financial statements based on a new semi-supervised text mining algorithm. Accounting & Finance, 2019, 53(3): 1525-1558.

8.  Xiaoqian Zhu, Yinghui Wang, Jianping Li*. Operational risk measurement loss distribution approach with segmented dependence. Journal of Operational Risk, 2019, 14(1): 25-44.

9.  Xiaoqian Zhu, Lu Wei, Dengsheng Wu, Jianping Li*. A general framework for constructing bank risk data sets. Journal of Risk, 2018, 21(1): 37-59.

10. Jianping Li*, Xiaoqian Zhu, Dengsheng Wu, Cheng-Few Lee, Jichuang Feng, Yong Shi. On the aggregation of credit, market and operational risks. Review of Quantitative Finance and Accounting, 2015, 44(1): 161-189.

已指导学生

黄泊钧  硕士研究生  025100-金融  

陈豪  硕士研究生  125100-工商管理  

王菲  硕士研究生  125100-工商管理  

聂守赟  硕士研究生  125100-工商管理  

张碧瑶  硕士研究生  125100-工商管理  

古彬晖  硕士研究生  125100-工商管理  

王魁  博士研究生  120100-管理科学与工程  

现指导学生

李瑞  博士研究生  120100-管理科学与工程  

邓泽宇  硕士研究生  027000-统计学  

邢晨悦  硕士研究生  125100-工商管理  

齐浩桐  硕士研究生  025100-金融  

金汉林  博士研究生  120100-管理科学与工程  

张苗  硕士研究生  125100-工商管理  

杨映江  硕士研究生  125100-工商管理  

王雨菲  硕士研究生  125100-工商管理  

刘冰  硕士研究生  125100-工商管理  

唐祎兰  硕士研究生  020204-金融学