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
查看啟用 Kai-Chiang Wu 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。
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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
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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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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, M. C. T. & Wu, K. C., 1 10月 2026, 於: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 45, 10, p. 4954-4967 14 p.研究成果: Article › 同行評審
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FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference
Lu, Y. C., Chen, C. Y., Chang, C. C., Hu, Y. F. & Wu, K. C., 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (編輯). Association for Computational Linguistics (ACL), p. 14945-14955 11 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).研究成果: Conference contribution › 同行評審
1 引文 斯高帕斯（Scopus） -
Integrating Neural Architecture Search and Rematerialization for Efficient On-Device Learning
Chen, C. L., Wu, K. C. & Huang, N. C., 13 7月 2025, GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference. Ochoa, G. (編輯). Association for Computing Machinery, Inc, p. 1226-1234 9 p. (GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference).研究成果: Conference contribution › 同行評審
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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).研究成果: Conference contribution › 同行評審
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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).研究成果: Conference contribution › 同行評審
7 引文 斯高帕斯（Scopus）