Projects per year
Personal profile
Research Interests
AI computing platform design, approximate computing for AI applications, cybersecurity and hardware Trojan, SoC design automation
Experience
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
Education/Academic qualification
PhD, Electrical & Computer Engineering, Carnegie Mellon University
External positions
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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
Project: Government Ministry › 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
Project: Government Ministry › 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
Project: Government Ministry › Other Government Ministry Institute
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Edge-deployment-aware Vision DNN Architecture and Module Design
Wu, K.-C. (PI)
1/05/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Edge-deployment-aware Vision DNN Architecture and Module Design
Wu, K.-C. (PI)
1/05/20 → 30/04/21
Project: Government Ministry › 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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
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 Jan 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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
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, In: IEEE Transactions on Semiconductor Manufacturing. 37, 3, p. 280-292 13 p.Research output: Contribution to journal › Article › peer-review
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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 Mar 2024, In: IEEE Transactions on Reliability. 73, 1, p. 73-82 10 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
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Distinguished Mentor Award, National Chiao Tung University
Wu, K.-C. (Recipient), 2016
Prize: Honorary award
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Distinguished Mentor Award, National Chiao Tung University
Wu, K.-C. (Recipient), 2015
Prize: Honorary award
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