Liu, Xiao-Yang

FinGPT: Open-Source Financial Large Language Models

Yang, H., Liu, X.-Y., & Wang, C. D. (2023) · SSRN Electronic Journal

Topic ModelingStock Market Forecasting Methods

Cited by 475

FinGPT: Open-Source Financial Large Language Models

Yang, H., Liu, X.-Y., & Wang, C. D. (2023) · arXiv

Topic ModelingStock Market Forecasting Methods

Cited by 326

Deep reinforcement learning for automated stock trading: an ensemble strategy

Yang, H., Liu, X.-Y., Zhong, S., & Walid, A. (2020) · Proceedings of the First ACM International Conference on AI in Finance

Stock Market Forecasting MethodsFinancial Markets and Investment Strategies

Cited by 196

FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance

Liu, X.-Y. (2020) · SSRN Electronic Journal

Stock Market Forecasting MethodsFinancial Markets and Investment Strategies

Cited by 90

Federated Tensor Mining for Secure Industrial Internet of Things

Kong, L., Liu, X.-Y., Sheng, H., Zeng, P., & Chen, G. (2020) · IEEE Transactions on Industrial Informatics

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 68

FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance

Liu, X.-Y., Yang, H., Chen, Q., Zhang, R., Yang, L., Xiao, B., & Wang, C. (2025) · SSRN Electronic Journal

Stock Market Forecasting MethodsFinancial Markets and Investment Strategies

Cited by 53

FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance

Liu, X.-Y., Yang, H., Gao, J., & Wang, C. (2021) · SSRN Electronic Journal

Stock Market Forecasting MethodsFinancial Markets and Investment Strategies

Cited by 46

FinRL-podracer: high performance and scalable deep reinforcement learning for quantitative finance

Li, Z., Liu, X.-Y., Zheng, J., Wang, Z., Walid, A., & Guo, J. (2021) · Proceedings of the Second ACM International Conference on AI in Finance

Stock Market Forecasting MethodsFinancial Markets and Investment Strategies

Cited by 28

Explainable deep reinforcement learning for portfolio management: an empirical approach

Guan, M., & Liu, X.-Y. (2021) · Proceedings of the Second ACM International Conference on AI in Finance

Explainable Artificial Intelligence (XAI)Stock Market Forecasting Methods

Cited by 28