Projects per year
Personal profile
Research Interests
Statistical Machine Learning, Computational Finance, Mobile Commerence, Internet of Things, Computer Vision, Medical Imaging
Experience
2014 Asia Design Engineering Workshop, Session Chair
2016 ~ present CEO of FinTech Center, NCTU
Education/Academic qualification
PhD, National Tsing Hua University
External positions
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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針對基於知識圖譜之推薦系統運用DQN進行毒藥式攻擊
1/08/21 → 31/10/22
Project: Government Ministry › Ministry of Science and Technology
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FinTech Innovation Industrial-Academic Alliance
1/02/21 → 30/04/22
Project: Government Ministry › Ministry of Science and Technology
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Explainable Recommendation Techniques For Financial Products Based On Graph Embedding And Knowledge Graph
1/08/20 → 31/10/21
Project: Government Ministry › Ministry of Science and Technology
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Development Of An Intelligent Manufacturing Management Platform Based On Heterogeneous And Multimodal Deep Learning Techniques(3/3)
1/06/20 → 31/08/21
Project: Government Ministry › Ministry of Science and Technology
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Addressing the cold-start problem of recommendation systems for financial products by using few-shot deep learning
Hung, T. Y. & Huang, S. H., 2022, (Accepted/In press) In: Applied Intelligence.Research output: Contribution to journal › Article › peer-review
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Explainable mutual fund recommendation system developed based on knowledge graph embeddings
Hsu, P. Y., Chen, C. T., Chou, C. & Huang, S-H., 17 Jan 2022, In: Applied Intelligence. 26 p.Research output: Contribution to journal › Article › peer-review
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Modeling behavior sequence for personalized fund recommendation with graphical deep collaborative filtering
Chou, Y. C., Chen, C. T. & Huang, S-H., 15 Apr 2022, In: Expert Systems with Applications. 192, p. 1-14 14 p., 116311.Research output: Contribution to journal › Article › peer-review
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Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning
Wu, Z. W., Chen, C. T. & Huang, S-H., Feb 2022, In: Neural Computing and Applications. 34, 4, p. 3097–3115 19 p.Research output: Contribution to journal › Article › peer-review
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Adversarial Attacks Against Reinforcement Learning-Based Portfolio Management Strategy
Chen, Y-Y., Chen, C-T., Sang, C-Y., Yang, Y-C. & Huang, S-H., Mar 2021, In: IEEE Access. 9, p. 50667-50685 19 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations