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
Projects
- 13 Finished
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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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An Improved Wafer-View GDBN Method Using MetaFormer Variant
Li, Y. T., Yen, C. H., Li, S. W., Ke, P. Y., Chang, S. W., Chu, Y. H., Chao, C.-T. & Wu, K. C., 2026, (Accepted/In press) In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.Research output: Contribution to journal › Article › peer-review
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Integrating Neural Architecture Search and Rematerialization for Efficient On-Device Learning
Chen, C. L., Wu, K. C. & Huang, N. C., 13 Jul 2025, GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference. Ochoa, G. (ed.). Association for Computing Machinery, Inc, p. 1226-1234 9 p. (GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Invited Paper: 2025 ICCAD CAD Contest Problem A: Hardware Trojan Detection on Gate-Level Netlist
Chou, C. H., Hsu, C. J., Chiu, H. C., Wu, K. C., Chen, Y. G. & Li, Z., 2025, 2025 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2025 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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PALU: KV-CACHE COMPRESSION WITH LOW-RANK PROJECTION
Chang, C. C., Lin, W. C., Lin, C. Y., Chen, C. Y., Hu, Y. F., Wang, P. S., Huang, N. C., Ceze, L., Abdelfattah, M. S. & Wu, K. C., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 56482-56509 28 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
6 Scopus citations -
QUAMBA: A POST-TRAINING QUANTIZATION RECIPE FOR SELECTIVE STATE SPACE MODELS
Chiang, H. Y., Chang, C. C., Frumkin, N., Wu, K. C. & Marculescu, D., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 58791-58817 27 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Scopus citations
Prizes
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Distinguished Mentor Award, National Chiao Tung University
Wu, K.-C. (Recipient), 2015
Prize: Honorary award
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Distinguished Mentor Award, National Chiao Tung University
Wu, K.-C. (Recipient), 2016
Prize: Honorary award
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