!!Projects per year
個人檔案
研究專長
資料探勘, 行動社群探勘, 巨量資料處理, 資料庫
經歷
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
教育/學術資格
PhD, 電機工程, National Taiwan University
外部位置
指紋
查看啟用 Wen-Chih Peng 的研究主題。這些主題標籤來自此人的作品。共同形成了獨特的指紋。
- 1 類似的個人檔案
過去五年中的合作和熱門研究領域
國家/地區層面的近期外部共同作業。按一下圓點深入探索詳細資料，或
專案
- 28 已完成
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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
研究計畫: Other Government Ministry Institute
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Adapting to Evolving Data: Test-Time Expert Aggregation for Imbalanced Tabular Regression
Wang, Y. C., Wang, K. D., Wang, W. Y. & Peng, W. C., 21 2月 2026, WSDM 2026 - Proceedings of the 19th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 1268-1272 5 p. (WSDM 2026 - Proceedings of the 19th ACM International Conference on Web Search and Data Mining).研究成果: Conference contribution › 同行評審
開啟存取 -
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., 12月 2026, 於: Health Information Science and Systems. 14, 1, 7.研究成果: Article › 同行評審
開啟存取6 引文 斯高帕斯（Scopus） -
Rethinking suspicious account identification from a perspective of machine learning ranking
Lin, C. C., Li, G., Hung, C. C., Kuo, Y. C. & Peng, W. C., 3月 2026, 於: International Journal of Machine Learning and Cybernetics. 17, 3, 84.研究成果: Article › 同行評審
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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 4月 2025, 於: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 20, p. 21536-21544 9 p.研究成果: Conference article › 同行評審
開啟存取1 引文 斯高帕斯（Scopus） -
A survey on self-supervised learning for non-sequential tabular data
Wang, W. Y., Du, W. W., Xu, D., Wang, W. & Peng, W. C., 1月 2025, 於: Machine Learning. 114, 1, 16.研究成果: Review article › 同行評審
12 引文 斯高帕斯（Scopus）
獎項
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Best Paper Award of ACM Workshop on Location-based Social Networks
Peng, W.-C. (Recipient), 2009
獎項: Prize
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Best Student Paper Award of IEEE International Conference on Mobile Data Management
Peng, W.-C. (Recipient), 2011
獎項: Prize
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活動
- 26 Invited talk
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Big Data Analytics from Time Series Data Analysis Perspective
Peng, W.-C. (Speaker)
27 8月 2015活動: Invited talk
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