Scholar
Qizhao Chen
Google Scholar ID: XAORlUMAAAAJ
Graduate School of Information Science, University of Hyogo
Citations & Impact
Citations
34
H-index
3
i10-index
1
Publications
14
Co-authors
0
Contact
Publications
Resume (English only)
Academic Achievements
- Chen, Q., & Kawashima, H. (2024). Stock price prediction using LLM-based sentiment analysis. In Proceedings of the IEEE BigData 2024 (pp. 4828–4835). IEEE.
- Chen, Q., & Kawashima, H. (2025). A novel sentiment correlation-based method with dual transformer model for stock price prediction (Version 1) [Preprint]. Research Square.
- Chen, Q., & Kawashima, H. (2025). Sentiment-Aware Stock Price Prediction with Transformer and LLM-Generated Formulaic Alpha (Version 1). arXiv.
- Chen, Q., & Kawashima, H. (2025). Adaptive Alpha Weighting with PPO: Enhancing Prompt-Based LLM-Generated Alphas in Quant Trading (Version 1). arXiv.
- Chen, Q. (2025). Stock Price Change Prediction Using Prompt-Based LLMs with RL-Enhanced Post-Hoc Adjustments. In Advances in Intelligent Systems Research (pp. 475–483). Atlantis Press International BV.
- Chen, Q. (2025). Image-driven stock price prediction with LLaMA: A prompt-based approach. International Journal of Modeling and Optimization, 15(1), 17–24.
- Chen, Q. (2025) A Two-Stage Framework for Stock Price Prediction: LLM-Based Forecasting with Risk-Aware PPO Adjustment. Journal of Computer and Communications, 13, 120-139.
Background
- A highly motivated individual with a strong background in data science and finance. Currently pursuing a PhD in Information Science with a concentration in Data Science at the University of Hyogo in Japan. Research area is application of machine learning in finance and fintech.
Miscellany
- Interests include electric guitar, heavy metal, and hard rock.
Co-authors