每年專案
個人檔案
研究專長
AI運算平台設計、近似計算於AI之應用、安全與硬體特洛伊、SoC設計自動化
經歷
1.Software Engineer, Design Technology Solutions, Intel Corporation, 08/2011 – 07/2013
2.Research Assistant, Energy Aware Computing (EnyAC) Group, Carnegie Mellon University, 08/2006 – 07/2011
教育/學術資格
PhD, 資訊工程, Carnegie Mellon University
外部位置
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
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Transformer 類神經網路之軟硬體整合加速方案-總計畫暨子計畫一:考量硬體特性與模型量化之 Transformer 類神經網路架構搜尋技術
Wu, K.-C. (PI)
1/08/24 → 31/07/25
研究計畫: Other Government Ministry Institute
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Transformer 類神經網路之軟硬體整合加速方案-總計畫暨子計畫一:考量硬體特性與模型量化之 Transformer 類神經網路架構搜尋技術
Wu, K.-C. (PI)
1/08/23 → 31/07/24
研究計畫: Other Government Ministry Institute
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Transformer 類神經網路之軟硬體整合加速方案-總計畫暨子計畫一:考量硬體特性與模型量化之 Transformer 類神經網路架構搜尋技術
Wu, K.-C. (PI)
1/08/22 → 31/07/23
研究計畫: Other Government Ministry Institute
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智慧終端系統晶片研發與新創事業計畫-子計畫二:以終端系統為考量之視覺深度神經網路模組設計(2/2)
Wu, K.-C. (PI)
1/05/21 → 31/07/22
研究計畫: Other Government Ministry Institute
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智慧終端系統晶片研發與新創事業計畫-子計畫二:以終端系統為考量之視覺深度神經網路模組設計(1/2)
Wu, K.-C. (PI)
1/05/20 → 30/04/21
研究計畫: Other Government Ministry Institute
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ELSA: Exploiting Layer-wise N:M Sparsity for Vision Transformer Acceleration
Huang, N. C., Chang, C. C., Lin, W. C., Taka, E., Marculescu, D. & Wu, K. C., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024. IEEE Computer Society, p. 8006-8015 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).研究成果: Conference contribution › 同行評審
開啟存取2 引文 斯高帕斯(Scopus) -
FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer
Chang, C. C., Sung, Y. Y., Yu, S., Huang, N. C., Marculescu, D. & Wu, K. C., 3 1月 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 2470-2479 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).研究成果: Conference contribution › 同行評審
開啟存取1 引文 斯高帕斯(Scopus) -
Identifying Good-Dice-in-Bad-Neighborhoods Using Artificial Neural Networks
Yen, C. H., Wang, T. R., Liu, C. M., Yang, C. H., Chen, C. T., Chen, Y. Y., Lee, J. N., Kao, S. Y., Wu, K. C. & Chao, M. C. T., 2024, 於: IEEE Transactions on Semiconductor Manufacturing. 37, 3, p. 280-292 13 p.研究成果: Article › 同行評審
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Reliability Engineering in a Time of Rapidly Converging Technologies
Shieh, S. W., Voas, J., Laplante, P., Rupe, J., Hansen, C., Wu, Y. S., Chen, Y. T., Li, C. Y. & Wu, K. C., 1 3月 2024, 於: IEEE Transactions on Reliability. 73, 1, p. 73-82 10 p.研究成果: Article › 同行評審
2 引文 斯高帕斯(Scopus) -
Synergizing GCN and GAT for Hardware Trojan Detection and Localization
Hsiao, Y. C., Yen, C. H., Ke, B. Y. & Wu, K. C., 2024, Proceedings - 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume, DSN-S 2024. Institute of Electrical and Electronics Engineers Inc., p. 161-162 2 p. (Proceedings - 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume, DSN-S 2024).研究成果: Conference contribution › 同行評審