Projects per year
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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Collaborations and top research areas from the last five years
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Projects
- 9 Finished
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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
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SPLGAN-TTS: Learning Semantic and Prosody to Enhance the Text-to-Speech Quality of Lightweight GAN Models
Chang, D. C., Li, S. C. & Huang, J. W., 2025, MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Proceedings. Ide, I., Kompatsiaris, I., Xu, C., Yanai, K., Chu, W-T., Nitta, N., Riegler, M. & Yamasaki, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 58-70 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15523 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Geometrically-Aware Dual Transformer Encoding Visual and Textual Features for Image Captioning
Chang, Y. L., Ma, H. S., Li, S. C. & Huang, J. W., 2024, Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Proceedings. Yang, D-N., Xie, X., Tseng, V. S., Pei, J., Huang, J-W. & Lin, J. C-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 15-27 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14649 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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GraphSAGE-Based Spammer Detection Using Social Attribute Relationship
Jin, B. Y., Li, S. C. & Huang, J. W., 2024, Technologies and Applications of Artificial Intelligence - 28th International Conference, TAAI 2023, Proceedings. Lee, C-Y., Lin, C-L. & Chang, H-T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 300-313 14 p. (Communications in Computer and Information Science; vol. 2074 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Guest Editorial: AI-eXplained (Part II) [Guest Editorial]
Chung, P. C., Dockhorn, A. & Huang, J. W., 2024 Feb 1, In: IEEE Computational Intelligence Magazine. 19, 1, p. 76-77 2 p.Research output: Contribution to journal › Comment/debate › peer-review
Open Access