Personal profile
Research Interests
Mobile Data Management, Data Mining, Data Management for Sensor Networks, Databases
Experience
2009-present Associate professor, Department of Computer Science, NCTU
2009/7-2009/11 Visiting professor, Dept. of Computer Science, UIUC
2009/1-2009/12 Technical Consult at ITRI
Education/Academic qualification
PhD, Electrical Engineering, National Taiwan University
External positions
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects
- 28 Finished
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事件偵測追蹤與文字可信度辨識技術開發(3/3)
Peng, W.-C. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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事件偵測追蹤與文字可信度辨識技術開發(2/3)
Peng, W.-C. (PI)
1/08/21 → 30/09/22
Project: Government Ministry › Other Government Ministry Institute
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事件偵測追蹤與文字可信度辨識技術開發(1/3)
Peng, W.-C. (PI)
1/08/20 → 31/08/21
Project: Government Ministry › Other Government Ministry Institute
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數位金融資料中研發多維度數位金融魔方探勘技術與應用(IV)
Peng, W.-C. (PI)
1/06/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Design and implementation of data mining and AI technologies for
Peng, W.-C. (PI)
1/08/19 → 31/10/20
Project: Government Ministry › Other Government Ministry Institute
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CURENet: combining unified representations for efficient chronic disease prediction
Dao, C. T., Phan, N. M. T., Ding, J. E., Wu, C., Restrepo, D., Luo, D., Zhao, F., Liao, C. C., Peng, W. C., Wang, C. T., Chen, P. F., Chen, L., Ju, X., Liu, F. & Hung, F. M., Dec 2026, In: Health Information Science and Systems. 14, 1, 7.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning
Wu, H. W., Wang, W. Y., Wang, K. D. & Peng, W. C., 11 Apr 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 20, p. 21536-21544 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Scopus citations -
A survey on self-supervised learning for non-sequential tabular data
Wang, W. Y., Du, W. W., Xu, D., Wang, W. & Peng, W. C., Jan 2025, In: Machine Learning. 114, 1, 16.Research output: Contribution to journal › Review article › peer-review
10 Scopus citations -
Causality-Driven Patent Valuation: Integrating Domain Knowledge and Language Models in a Structured Interview-Like Selection Process
Kuo, C. W., Peng, W. C. & Su, H. N., 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. 109-123 15 p. (Communications in Computer and Information Science; vol. 2414 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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DDOT: A Derivative-Directed Dual-Decoder Ordinary Differential Equation Transformer for Dynamic System Modeling
Chang, Y., Wang, K. D., Hsieh, P. C., Lin, C. K. & Peng, W. C., 2025, Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Proceedings. Wu, X., Spiliopoulou, M., Wang, C., Kumar, V., Cao, L., Wu, Y., Yao, Y. & Wu, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 434-445 12 p. (Lecture Notes in Computer Science; vol. 15872 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
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Best Paper Award of ACM Workshop on Location-based Social Networks
Peng, W.-C. (Recipient), 2009
Prize
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Ta-You Wu Memorial Award, National Science Council
Peng, W.-C. (Recipient), 2012
Prize: Honorary award
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Young Engineer Award, Chinese Institute of Electrical Engineerin
Peng, W.-C. (Recipient), 2011
Prize: Honorary award
Activities
- 26 Invited talk
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Social media mining from big data perspective
Peng, W.-C. (Speaker)
6 May 2016Activity: Talk or presentation › Invited talk
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Big Data Analytics from Time Series Data Analysis Perspective
Peng, W.-C. (Speaker)
27 Aug 2015Activity: Talk or presentation › Invited talk
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Discovering Big Value from Small Sensing Data
Peng, W.-C. (Speaker)
21 Oct 2015Activity: Talk or presentation › Invited talk
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Discovering Big Value from Small Sensing Data
Peng, W.-C. (Speaker)
4 Nov 2015Activity: Talk or presentation › Invited talk