Szu-Hao Huang

Assistant Professor

20042020

Research output per year

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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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Projects

Explainable Recommendation Techniques For Financial Products Based On Graph Embedding And Knowledge Graph

Huang, S.

1/08/2031/07/21

Project: Government MinistryMinistry of Science and Technology

FinTech Innovation Industrial-Academic Alliance

Huang, S.

1/02/2031/01/21

Project: Government MinistryMinistry of Science and Technology

Artificial Intelligence And Its Application On Derivatives Pricing

Huang, S.

1/01/2031/12/20

Project: Government MinistryMinistry of Science and Technology

Research Output

  • 23 Conference contribution
  • 9 Article
  • 2 Conference article
  • 1 Review article

SOChain: A Privacy-Preserving DDoS Data Exchange Service Over SOC Consortium Blockchain

Yeh, L. Y., Lu, P. J., Huang, S. H. & Huang, J. L., 18 Mar 2020, In : IEEE Transactions on Engineering Management. p. 1-14 14 p.

Research output: Contribution to journalArticle

  • A Robo-Advisor Design using Multiobjective RankNets with Gated Neural Network Structure

    Wang, P. Y., Liu, C. S., Yang, Y. C. & Huang, S. H., Oct 2019, Proceedings - 2019 IEEE International Conference on Agents, ICA 2019. Institute of Electrical and Electronics Engineers Inc., p. 77-78 2 p. 8929188. (Proceedings - 2019 IEEE International Conference on Agents, ICA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Deep Learning in Model Risk Neutral Distribution for Option Pricing

    Chou, C., Liu, J. C., Chen, C. T. & Huang, S. H., Oct 2019, Proceedings - 2019 IEEE International Conference on Agents, ICA 2019. Institute of Electrical and Electronics Engineers Inc., p. 95-98 4 p. 8929176. (Proceedings - 2019 IEEE International Conference on Agents, ICA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Forecasting Interaction of Exchange Rates between Fiat Currencies and Cryptocurrencies Based on Deep Relation Networks

    Chen, C. T., Chiang, L. K., Huang, Y. C. & Huang, S. H., Oct 2019, Proceedings - 2019 IEEE International Conference on Agents, ICA 2019. Institute of Electrical and Electronics Engineers Inc., p. 69-72 4 p. 8929155. (Proceedings - 2019 IEEE International Conference on Agents, ICA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A market making quotation strategy based on dual deep learning agents for option pricing and bid-Ask spread estimation

    Hsu, P. Y., Chou, C., Huang, S-H. & Chen, A-P., 10 Sep 2018, Proceedings - 2018 IEEE International Conference on Agents, ICA 2018. Institute of Electrical and Electronics Engineers Inc., p. 99-104 6 p. 8460084. (Proceedings - 2018 IEEE International Conference on Agents, ICA 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2 Scopus citations