| 2021 |
Kim KH, Chao SK, Härdle WKH, Simultaneous Inference of the Partially Linear Model with a Multivariate Unknown Function, Journal of Statistical Planning and Inference, 213, 93-105 , 2021 |
| 2021 |
Chen S, Härdle WK, Wang W, The common and specific components of inflation expectations across European countries, Empirical Economics, 2021 |
| 2021 |
Chernozhukov V, Härdle WK, Huang C, Wang W , LASSO-Driven Inference in Time and Space, Annals of Statistics, 2021 |
| 2021 |
Liang, Woan-lih*, Tai-cheng Liu, The Impact of the Act for the Development of Biotech and New Pharmaceuticals Industry on Firm Innovation. , 臺大管理論叢, vol. Vol.31 No.2, pp. 129-188, 2021 |
| 2021 |
Cheong M. S., Wu M. C., Huang, S. H.*, Interpretable stock anomaly detection based on spatio-temporal relation networks with genetic algorithm., IEEE Access (SCI), vol. 9, pp. 68302-68319, 2021 |
| 2021 |
Kuo C. H., Chen C. T., Lin S. J., Huang, S. H.*, Improving generalization in reinforcement learning–based trading by using a generative adversarial market model., IEEE Access (SCI), vol. 9, pp. 50738-50754, 2021 |
| 2021 |
Chen Y. Y., Chen C. T., Sang C. Y., Yang Y. C., & Huang, S. H.*, Adversarial attacks against reinforcement learning-based portfolio management strategy, IEEE Access (SCI), vol. 9, pp. 50667-50685, 2021 |
| 2021 |
Huang, S. H.*, Miao, Y. H., & Hsiao, Y. T., Novel Deep Reinforcement Algorithm With Adaptive Sampling Strategy for Continuous Portfolio Optimization., IEEE Access (SCI), vol. 9, pp. 77371-77385, 2021 |
| 2021 |
Chen Y. F., Huang, S. H.*, Sentiment-influenced trading system based on multimodal deep reinforcement learning, Applied Soft Computing (SCI), vol. 112, 107788, 2021 |
| 2021 |
Wang, P. Y., Chen, C. T., Su, J. W., Wang, T. Y., Huang, S. H.*, Deep learning model for house price prediction using heterogeneous data analysis along with joint self-attention mechanism, IEEE Access (SCI), vol. 9, pp. 55244-55259., 2021 |
