每年專案
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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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 › 同行評審
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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
8 引文 斯高帕斯（Scopus） -
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. (編輯). Springer Science and Business Media Deutschland GmbH, p. 109-123 15 p. (Communications in Computer and Information Science; 卷 2414 CCIS).研究成果: Conference contribution › 同行評審
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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. (編輯). Springer Science and Business Media Deutschland GmbH, p. 434-445 12 p. (Lecture Notes in Computer Science; 卷 15872 LNAI).研究成果: Conference contribution › 同行評審
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LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters
Chang, C., Wang, W. Y., Peng, W. C. & Chen, T. F., 15 4月 2025, 於: ACM Transactions on Intelligent Systems and Technology. 16, 3, 60.研究成果: Article › 同行評審
25 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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