赵永威  副研究员  

研究方向:

所属部门:智能处理器研究中心、处理器芯片重点实验室

导师类别:硕导

联系方式:zhaoyongwei@ict.ac.cn

个人网页:https://yongwei.site

简       历:

赵永威,2015年于华中科技大学获工学学士学位,2020年于中国科学院计算技术研究所获工学博士学位,现任中国科学院计算技术研究所副研究员。研究方向为智能处理器体系结构,在ISCA、MICRO、ASPLOS等CCF-A类会议和期刊上发表论文30余篇。曾获中国计算机学会优秀博士学位论文奖、MICRO 2022最佳论文奖提名等荣誉。

20229月 — 今:中国科学院计算技术研究所,副研究员

20207月 — 20229月:中国科学院计算技术研究所,特别研究助理(博士后)

20159月 — 20206月:中国科学院计算技术研究所,博士

19969月 — 20156月:华中科技大学,计算机学院,本科

主要论著:

期刊文章:

[1] Yongwei Zhao, Zidong Du, Qi Guo, Zhiwei Xu, Yunji Chen. Rescue to the Curse of Universality. Science China: Information Sciences, 2022.

[2] Yongwei Zhao, Yunji Chen, Zhiwei Xu. Fractal Parallel Computing. Intelligent Computing, 2022.

[3] Ximing Liu, Yongwei Zhao, Chang Liu, Zidong Du, Qi Guo, Xing Hu, Yimin Zhuang, Zhenxing Zhang, Yifan Hao, Xinkai Song, Rui Zhang, Wei Li, Xishan Zhang, Ling Li, Zhiwei Xu, Tianshi Chen. Cambricon-QM: A Hybrid Architecture for Microscaling Format Training. IEEE Transactions on Computers, 2026.

[4] Hongrui Guo, Yongwei Zhao, Zhangmai Li, Yifan Hao, Tianrui Ma, Mo Zou, Chang Liu, Xinkai Song, Xiaqing Li, Zidong Du, Rui Zhang, Qi Guo, Zhiwei Xu, Tianshi Chen. A Systolic Random Increment Memory Architecture for Unary Computing. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2026.

[5] Yongwei Zhao, Zhe Fan, Zidong Du, Tian Zhi, Ling Li, Qi Guo, Shaoli Liu, Zhiwei Xu, Tianshi Chen, Yunji Chen. Machine Learning Computers with Fractal von Neumann Architecture. IEEE Transactions on Computers, 2020.

会议文章:

[1] Yang Liu, Yi Chen, Yongwei Zhao, Yifan Hao, Zifu Zheng, Weihao Kong, Zhangmai Li, Dongchen Jiang, Ruiyang Xia, Zhihong Ma, Zisheng Liu, Zhaoyong Wan, Yunqi Lu, Ximing Liu, Hongrui Guo, Zhihao Yang, Zhe Wang, Tianrui Ma, Mo Zou, Rui Zhang, Ling Li, Xing Hu, Zidong Du, Zhiwei Xu, Qi Guo, Tianshi Chen, Yunji Chen. Hardwired-Neuron Language Processing Units as General-Purpose Cognitive Substrates. ASPLOS 2026.

[2] Yi Chen, Yongwei Zhao, Yifan Hao, Yuanbo Wen, Yuntao Dai, Xiaqing Li, Yang Liu, Rui Zhang, Mo Zou, Xinkai Song, Xing Hu, Zidong Du, Huaping Chen, Qi Guo, Tianshi Chen. Cambricon-C: Efficient 4-bit Matrix Unit via Primitivization. MICRO 2024.

[3] Yifan Hao, Yongwei Zhao, Chenxiao Liu, Shuyao Cheng, Xiaqing Li, Xing Hu, Zidong Du, Qi Guo, Zhiwei Xu, Tianshi Chen. Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing. MICRO 2022. (★Best Paper Runner-up Award)

[4] Yongwei Zhao, Chang Liu, Zidong Du, Qi Guo, Xing Hu, Yimin Zhuang, Zhenxing Zhang, Xinkai Song, Wei Li, Xishan Zhang, Ling Li, Zhiwei Xu, Tianshi Chen. Cambricon-Q: A Hybrid Architecture for Efficient Training. ISCA 2021.

[5] Yongwei Zhao, Zidong Du, Qi Guo, Shaoli Liu, Ling Li, Zhiwei Xu, Tianshi Chen, Yunji Chen. Cambricon-F: Machine Learning Computers with Fractal von Neumann Architecture. ISCA 2019.

科研项目:

[1] 国家自然科学基金青年科学基金项目:具有函数指令集体系结构的智能处理器研究,项目负责人

[2] 国家重点研发计划:自然人机交互语义计算关键软硬件技术,子任务负责人

获奖及荣誉:

[1] 2025 世界互联网大会领先科技奖

[2] 2025 中国科学院大学教育教学成果奖特等奖

[3] MICRO 2022 最佳论文奖亚军(runner-up)

[4] 2021中国计算机学会优秀博士学位论文奖