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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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
Projects
- 22 Finished
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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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Diversified Conversational Recommendation System
Hsu, J. C., Huang, S. H., Chen, C. T. & Wu, C. J., 2025, Machine Learning and Soft Computing - 9th International Conference, ICMLSC 2025, Revised Selected Papers. Huang, L. (ed.). Springer Science and Business Media Deutschland GmbH, p. 267-277 11 p. (Communications in Computer and Information Science; vol. 2487 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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
9 Scopus citations -
FairCDSR: Fairness-Aware Cross-Domain Sequential Recommendation via Multi-Interest Transfer and Contrastive Learning
Toh, D. R., Huang, S. H. & Chen, C. T., 2025, In: IEEE Transactions on Knowledge and Data Engineering. 37, 9, p. 5214-5229 16 p.Research output: Contribution to journal › Article › peer-review
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Multi-interest transfer using contrastive learning for cross-domain recommendation
Lai, Y. L., Huang, S. H., Chen, C. T. & Wu, C. J., Aug 2025, In: Decision Support Systems. 195, 114473.Research output: Contribution to journal › Article › peer-review
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Poisoning Attacks Against Security-Aware Federated Recommendation System
Lee, C., Huang, S. H. & Chen, C. T., 2025, Machine Learning and Soft Computing - 9th International Conference, ICMLSC 2025, Revised Selected Papers. Huang, L. (ed.). Springer Science and Business Media Deutschland GmbH, p. 301-313 13 p. (Communications in Computer and Information Science; vol. 2487 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review