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
Fingerprint
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.
- 1 Similar Profiles
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
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
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
-
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
1/08/24 → 31/07/25
Project: Government Ministry › Other Government Ministry Institute
-
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
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
-
-
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 › Other Government Ministry Institute
-
A multi-agent virtual market model for generalization in reinforcement learning based trading strategies
He, F. F., Chen, C. T. & Huang, S. H., Feb 2023, In: Applied Soft Computing. 134, 109985.Research output: Contribution to journal › Article › peer-review
-
Attentive gated graph sequence neural network-based time-series information fusion for financial trading
Huang, W. C., Chen, C. T., Lee, C., Kuo, F. H. & Huang, S. H., Mar 2023, In: Information Fusion. 91, p. 261-276 16 p.Research output: Contribution to journal › Article › peer-review
-
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
-
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
4 Scopus citations -
Generating a trading strategy in the financial market from sensitive expert data based on the privacy-preserving generative adversarial imitation network
Chen, H. Y. & Huang, S. H., 21 Aug 2022, In: Neurocomputing. 500, p. 616-631 16 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations