CV

Education

• Ph.D. in Finance, Masaryk University, Now
• M.S. in Professional Accounting, China Three Gorges University, 2023
• B.S. in Forestry, Beihua University, 2020

Work experience

• Summer 2023: Research Assistant
  • China Three Gorges University
  • Supervisor: Prof. Shangkun Deng
• Fall 2022: Teaching Assistant
  • China Three Gorges University
  • Supervisor: Prof. Shangkun Deng
  • Course: Financial Empirical Analysis

Skills

• R
• Stata
• Python
• Visio
• Origin

Publications

An integrated approach of ensemble learning methods for stock index prediction using investor sentiments

Forecasting carbon price trends based on an interpretable light gradient boosting machine and Bayesian optimization

Interpretable Machine Learning Model for Default Risk Identification of Corporate Bonds

High-Frequency Direction Forecasting and Simulation Trading of the Crude Oil Futures using Ichimoku KinkoHyo and Fuzzy Rough Set

High-frequency forecasting of the crude oil futures price with multiple timeframe predictions fusion

Stock index direction forecasting using an explainable eXtreme Gradient Boosting and investor sentiments

Financial Futures Prediction Using Fuzzy Rough Set and Synthetic Minority Oversampling Technique

Can Japanese Candlestick Patterns be Profitable on the Component Stocks of the SSE50 Index?

Dynamic forecasting of the Shanghai Stock Exchange index movement using multiple types of investor sentiment

Stock Price Crash Warning in the Chinese Security Market Using a Machine Learning-Based Method and Financial Indicators

High-Frequency Direction Forecasting of the Futures Market Using a Machine-Learning-Based Method