Personal profile
Education
- 2009 PhD, Graduate of Institute of Electrical Engineering, National Taiwan University
Research Interests
- Data Mining & Database
- Social Network Analysis
- Spatial Temporal Data Mining
- Multimedia Information Retrieval
- FinTech
- Bioinformatics
Experience
- 2009/08~2012/07 Assistant Professor, Department of Computer Science & Engineering, Yuan Ze University
- 2012/08~2018/07 Assistant Professor, Department of Electrical Engineering, National Cheng Kung University
- 2015/06~present Consulting Expert, Bioinfotronics Research Center, National Cheng Kung University
- 2015/08/01~2017/07/31 Secretary, IEEE Tainan Section CIS Chapter
- 2015~2018 Director, Taiwanese Association for Artificial Intelligence
- 2016/07~08 Visiting Scholar, Big Data and Social Computing Lab led by Prof. Philip S. Yu, Department of Computer Science, University of Illinois at Chicago
- 2016/08~present Book review expert, Human Research Ethics Committee, National Cheng Kung University
- 2017/01~2018/12 IEEE CIS Member Activities committee
- 2017/01~2018/12 IEEE CIS Website Administrtor
- 2018/08~present Associate Professor, Department of Electrical Engineering, National Cheng Kung University
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 16 Peace, Justice and Strong Institutions
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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
- 9 Finished
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Augmenting Transformers with Enhanced Dependency Structures by Treating Relations as New Words
Chen, J. W., Li, S. C. & Huang, J. W., 2026, Database Systems for Advanced Applications - 30th International Conference, DASFAA 2025, Proceedings. Zhu, F., Lim, E.-P., Yu, P. S., Nadamoto, A., Shim, K., Ding, W. & Zhang, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 487-496 10 p. (Lecture Notes in Computer Science; vol. 15987 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Efficient Influence Maximization in Signed Networks with Positive Influence Increasing and Negative Influence Decreasing Simultaneously via Edge-View Influence Estimation
Chang, F. K., Li, S. C. & Huang, J. W., 2026, Social Networks Analysis and Mining - 17th International Conference, ASONAM 2025, Proceedings. An, A., Cuzzocrea, A. & Hu, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 142-150 9 p. (Lecture Notes in Computer Science; vol. 16322 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Individual trip prediction on multi-mode transit system by identifying transit mode and trip regularity using smart card data
Huang, H. T., Bijay, P. J., Huang, J. W., Hung, C. C. & Zheng, B., 2026, (Accepted/In press) In: International Journal of Urban Sciences.Research output: Contribution to journal › Article › peer-review
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GDVT: geometrically aware dual transformer encoding visual and textual features for image captioning
Chang, Y. L., Ma, H. S., Li, S. C., Jaysawal, B. P. & Huang, J. W., 2025, (Accepted/In press) In: International Journal of Data Science and Analytics.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Metal Price Prediction by Encoding Daily Insights of Sparse Macroeconomic Factors and Integrating Dynamic Asset Correlations
Wu, T. E., Li, S. C. & Huang, J. W., 2025, Technologies and Applications of Artificial Intelligence - 29th International Conference, TAAI 2024, Proceedings. Chu, W.-T., Shen, C.-Y. & Shuai, H.-H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 247-261 15 p. (Communications in Computer and Information Science; vol. 2414 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution