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, Computer Science, National Tsing Hua University
External positions
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Dive into the research topics where Szu-Hao Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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基於強化式取樣策略及知識圖譜嵌入之對話式推薦技術開發
Huang, S.-H. (PI)
1/08/24 → 31/07/25
Project: Government Ministry › Other Government Ministry Institute
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基於強化式取樣策略及知識圖譜嵌入之對話式推薦技術開發
Huang, S.-H. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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基於強化式取樣策略及知識圖譜嵌入之對話式推薦技術開發
Huang, S.-H. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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金融科技創新產學聯盟(3/3)
Huang, S.-H. (PI)
1/02/22 → 31/01/23
Project: Government Ministry › Other Government Ministry Institute
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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
Huang, S.-H. (PI)
1/08/21 → 31/10/22
Project: Government Ministry › Other Government Ministry Institute
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Evolving intra-and inter-session graph fusion for next item recommendation
Su, J. W., Chen, C. T., Toh, D. R. & Huang, S. H., Feb 2025, In: Information Fusion. 114, 102691.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Portfolio management using online reinforcement learning with adaptive exploration and Multi-task self-supervised representation
Sang, C. Y., Huang, S. H., Chen, C. T. & Chang, H. T., Mar 2025, In: Applied Soft Computing. 172, 112846.Research output: Contribution to journal › Article › peer-review
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Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning
Chen, C. T., Lee, C., Huang, S. H. & Peng, W. C., 28 Mar 2024, In: ACM Transactions on Intelligent Systems and Technology. 15, 2, p. 1-29 29 p., 35.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
Evolving Knowledge Graph Representation Learning with Multiple Attention Strategies for Citation Recommendation System
Liu, J. C., Chen, C. T., Lee, C. & Huang, S. H., 28 Mar 2024, In: ACM Transactions on Intelligent Systems and Technology. 15, 2, p. 1-26 26 p., 33.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Member-Augmented Group Recommendation With Multi-Interest Framework and Knowledge Graph Embeddings
Lin, S. J., Chen, C. T. & Huang, S. H., 1 Jun 2024, In: IEEE Transactions on Computational Social Systems. 11, 3, p. 3193-3206 14 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations