陳巧莛 Chiao-Ting Chen
Assistant Professor
office number：(03) 5162544
Office：台積館TSMC Building R829B
深度學習資料探勘Deep Learning and Data Mining
推薦系統Recommendation Systems
金融科技應用Financial Technology Applications
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Brief Bio
Brief Bio
現職 Employment
清華大學服務科學研究所助理教授
Assistant Professor, Institute of Service Science, National Tsing Hua University, Taiwan
學歷 Education
PhD, Computer Science, National Yang Ming Chiao Tung University, Taiwan
MBA, Institute of Information Management, National Chiao Tung University, Taiwan
BBA, Department of Information Management and Finance, National Chiao Tung University, Taiwan
研究興趣 Research Interests
深度學習資料探勘Deep Learning and Data Mining
推薦系統Recommendation Systems
金融科技應用Financial Technology Applications
Selected Publications
Selected Publications
＊Please refer to my Google Scholar page for a complete list of my publications.
Chen, C. T., Lee, C., Huang, S. H.* & Peng, W. C. (2024). Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning. ACM Transactions on Intelligent Systems and Technology, 15(2), 1-29.
Liu, J. C., Chen, C. T., Lee, C., & Huang, S. H.* (2024). Evolving Knowledge Graph Representation Learning with Multiple Attention Strategies for Citation Recommendation System. ACM Transactions on Intelligent Systems and Technology, 15(2), 1-26.
Yang, Y. C., Chen, C. T., Lu, T. Y., & Huang, S. H.* (2023). Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions. IEEE Transactions on Services Computing, 16(5), 3439-3452.
Wang, T. Y., Chen, C. T., Huang, J. C., & Huang, S. H.* (2023). Modeling cross-session information with multi-interest graph neural networks for the next-item recommendation. ACM Transactions on Knowledge Discovery from Data, 17(1), 1-28.
Hsu, C. W., Chen, C. T., Huang, S. H.* (2023). Adaptive Adversarial Contrastive Learning for Cross-Domain Recommendation. ACM Transactions on Knowledge Discovery from Data, 18(3), 1-34.
Chen, M. Y., Chen, C. T., Huang, S. H.* (2023). Knowledge Distillation for Portfolio Management using Multi-agent Reinforcement Learning. Advanced Engineering Informatics, 57, 102096.
Huang, W. C., Chen, C. T., Lee, C., Kuo, F. H., & Huang, S. H.* (2023). Attentive gated graph sequence neural network-based time-series information fusion for financial trading. Information Fusion, 91, 261-276.
Teaching
Teaching
Artificial Intelligence in Precision Marketing and Recommendations
Awards and Grants
Awards and Grants
2020 - 2024 科技部補助大學校院培育優秀博士生獎學金
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