| Deep learning model for house price prediction using heterogeneous data analysis along with joint self-attention mechanism PY Wang, CT Chen, JW Su, TY Wang, SH Huang IEEE access 9, 55244-55259, 2021 | 104 | 2021 |
| Explainable mutual fund recommendation system developed based on knowledge graph embeddings PY Hsu, CT Chen, C Chou, SH Huang Applied Intelligence, 1-26, 2022 | 39 | 2022 |
| Improving generalization in reinforcement learning–based trading by using a generative adversarial market model CH Kuo, CT Chen, SJ Lin, SH Huang IEEE Access 9, 50738-50754, 2021 | 34 | 2021 |
| Cloning strategies from trading records using agent-based reinforcement learning algorithm CT Chen, AP Chen, SH Huang 2018 IEEE international conference on agents (ICA), 34-37, 2018 | 33 | 2018 |
| Multiagent-based deep reinforcement learning for risk-shifting portfolio management YC Lin, CT Chen, CY Sang, SH Huang Applied Soft Computing 123, 108894, 2022 | 32 | 2022 |
| Attentive gated graph sequence neural network-based time-series information fusion for financial trading WC Huang, CT Chen, C Lee, FH Kuo, SH Huang Information Fusion 91, 261-276, 2023 | 29 | 2023 |
| Modeling behavior sequence for personalized fund recommendation with graphical deep collaborative filtering YC Chou, CT Chen, SH Huang Expert Systems with Applications 192, 116311, 2022 | 29 | 2022 |
| Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning ZW Wu, CT Chen, SH Huang Neural Computing and Applications, 1-19, 2022 | 29 | 2022 |
| Adversarial attacks against reinforcement learning-based portfolio management strategy YY Chen, CT Chen, CY Sang, YC Yang, SH Huang IEEE Access 9, 50667-50685, 2021 | 17 | 2021 |
| Knowledge distillation for portfolio management using multi-agent reinforcement learning MY Chen, CT Chen, SH Huang Advanced Engineering Informatics 57, 102096, 2023 | 15 | 2023 |
| A multi-agent virtual market model for generalization in reinforcement learning based trading strategies FF He, CT Chen, SH Huang Applied Soft Computing 134, 109985, 2023 | 14 | 2023 |
| Credit card fraud detection via intelligent sampling and self-supervised learning CT Chen, C Lee, SH Huang, WC Peng ACM Transactions on Intelligent Systems and Technology 15 (2), 1-29, 2024 | 13 | 2024 |
| Modeling cross-session information with multi-interest graph neural networks for the next-item recommendation TY Wang, CT Chen, JC Huang, SH Huang ACM Transactions on Knowledge Discovery from Data 17 (1), 1-28, 2023 | 13 | 2023 |
| Hierarchical reinforcement learning for conversational recommendation with knowledge graph reasoning and heterogeneous questions YC Yang, CT Chen, TY Lu, SH Huang IEEE Transactions on Services Computing 16 (5), 3439-3452, 2023 | 11 | 2023 |
| Reinforced PU-learning with hybrid negative sampling strategies for recommendation WT Yang, CT Chen, CY Sang, SH Huang ACM Transactions on Intelligent Systems and Technology 14 (3), 1-25, 2023 | 7 | 2023 |
| Adaptive adversarial contrastive learning for cross-domain recommendation CW Hsu, CT Chen, SH Huang ACM Transactions on Knowledge Discovery from Data 18 (3), 1-34, 2023 | 6 | 2023 |
| Evolving knowledge graph representation learning with multiple attention strategies for citation recommendation system JC Liu, CT Chen, C Lee, SH Huang ACM Transactions on Intelligent Systems and Technology 15 (2), 1-26, 2024 | 5 | 2024 |
| Forecasting interaction of exchange rates between fiat currencies and cryptocurrencies based on deep relation networks CT Chen, LK Chiang, YC Huang, SH Huang 2019 IEEE International Conference on Agents (ICA), 69-72, 2019 | 5 | 2019 |
| Deep learning in model risk neutral distribution for option pricing C Chou, JC Liu, CT Chen, SH Huang 2019 IEEE International Conference on Agents (ICA), 95-98, 2019 | 2 | 2019 |
| Decision support system for real-time trading based on on-line learning and parallel computing techniques CT Chen, CY Hsiao, JY Lin, SJ Huang, Y Chang, SH Huang 2016 7th International Conference on Cloud Computing and Big Data (CCBD …, 2016 | 2 | 2016 |
