| 2021 |
Chia-Yi Hsu , Pin-Yu Chen, and Chia-Mu Yu., Adversarial Data Augmentation Improves Unsupervised Machine Learning, S2D-OLAD (From shallow to deep, overcoming limited and adverse data) Workshop (in conjunction with ICLR), 2021. , 2021 |
| 2021 |
Liu, Liang-Chih * Dai, Tian-Shyr Chang, Hao-Han, Slicing a Block into Pieces: A Novel Tree Structure to Capture Sequential Exercise Policy, 2021 |
| 2020 |
Choy, H., Lin, J. J., Yeh, Y.H., Does partner-level industry specialization matter? Evidence from improvement in clients’ investment efficiency, 交大会计合作论坛暨第二届学术年会:北京交大主办(2020), Dec. 2020 |
| 2020 |
Chia-Yi Hsu, Pin-Yu Chen, and Chia-Mu Yu. , Towards Information Theoretic Adversarial Examples, Workshop on Secure and Resilient Autonomy (SARA), 2020, Austin, Texas, U.S.A., 2020. |
| 2020 |
Yu-Hsi Chiang, Hsu-Chun Hsiao, Chia-Mu Yu, and Tiffany Hyun-Jin Kim., On the Privacy Risks of Compromised Trigger-Action Platforms., European Symposium on Research in Computer Security (ESORICS), 2020, Guildford, United Kingdom |
| 2020 |
Miao, Y.H., Hsiao Y.T., & Huang, S. H., Portfolio Management based on Deep Reinforcement Learning with adaptive sampling, 2020 |
| 2020 |
戴天时/辛宥言, Detecting money transfer frauds with bank account features and boosted decision trees, 2020 |
| 2020 |
Yuyen Hsin (National Chiao Tung University); Tian Shyr Dai (National Chiao Tung University)*; Jun-Zhe Wang (National Chiao Tung University); Jiun-Long Huang (National Chiao Tung University), Fraud Detection in bank transaction using Long Short-Term Memory, 2020 |
| 2020 |
Hao-Han Chang (National Chiao Tung University); Tian Shyr Dai (National Chiao Tung University)*; Kuan-Lun Wang (National Taiwan University); Chao-Hsien Chu (National Chiao Tung University); Jun-Zhe Wang (National Chiao Tung University), Improving pair trading performance with structural changes detection and revised trading strategies, 2020 |
| 2020 |
戴天时/曹光志, The Optimal Allocation between Employee Stock Option and Wage, 2020 |
