更新时间：2023-11-11 11:59
杜子东，中国科学院计算技术研究所副研究员，硕士生导师，青年科学家。2021年11月，荣获2020年度国家自然科学奖二等奖。
2022年9月 — 今：中科院计算所，研究员
2018年9月 — 2022年9月：中科院计算所，副研究员
2016年7月 — 2018年9月：中科院计算所，助理研究员
2011年9月 — 2016年7月：中科院计算所，博士生
2007年9月 — 2011年7月：清华大学，电子工程系，本科生
主要研究方向为计算机体系结构，在深度学习处理器方向做出了一系列开创性的工作，受到大量欧美顶级高校和研究机构的跟随。
他发表多篇CCF A 类会议或期刊论文，曾获得CCF A 类会议 ASPLOS’14 最佳论文奖（亚洲首次）。他多次担任CCF A类会议和期刊的PC、ERC和审稿人，包括ASPLOS 2019、MICRO2019的PC。 [1]
期刊文章
[1] [TC] Zidong Du, Qi Guo, Yongwei Zhao, Xi Zeng, Ling Li, Limin Cheng, Zhiwei Xu, Ninghui Sun, and Yunji Chen, "Breaking the interaction wall: A DLPU-centric deep learning computing system", IEEE Transactions on Computers (TC), 2021
[2] [TCAD] Xinkai Song, Tian Zhi, Zhe Fan, Zhenxing Zhang, Xi Zeng, Wei Li, Xing Hu, Zidong Du, Qi Guo, Yunji Chen, "Cambricon-G: A Polyvalent 能量efficient Accelerator for Dynamic Graph Neural Networks", IEEE Transactions on Computer-Aided 设计 of Integrated Circuits and Systems (TCAD), 2021
[3] [PIEEE] Zidong Du#, Qi Guo#, Yongwei Zhao, Tian Zhi, Yunji Chen*, Zhiwei Xu, "Self-Aware Neural Network Systems: A Survey and New Perspective", Proceedings of the IEEE (PIEEE), 2020
[4] [TC] 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 建筑", IEEE Transactions on Computers (TC), 2020
[5] [TOCS] Yunji Chen, Huiying Lan, Zidong Du*, Shaoli Liu, Jinhua Tao, Dong Han, Tao Luo, Qi Guo, Ling Li, Yuan Xie, Tianshi Chen, "An Instruction Set 建筑 for Machine Learning", ACM Transactions on Computer Systems (TOCS), 2019
会议文章：
[1] [MICRO’22] Yifan Hao, Yongwei Zhao, Chenxiao Liu, Shuyao Cheng, Xiaqing Li, Xing Hu, Zidong Du, Qi Guo, Zhiwei Xu, Tianshi Chen. "Cambricon-P: A Bitflow 建筑 for Arbitrary Precision Computing" in Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture (MICRO'22), 2022. (Best Paper Runner-up Award)
[2] [ISCA'21] Yongwei Zhao, Chang Liu, Zidong Du, Qi Guo, Xing Hu, Yimin 壮族, Zhenxing Zhang, and Xinkai Song. “Cambricon-Q : A Hybrid 建筑 for Efficient Training.” In Proceedings of the 48th ACM/IEEE International Symposium on Computer Architecture (ISCA'21), 706–19, 2021
[3] [ISCA'19] 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 建筑", in Pr oceedings of the 46th International Symposium on Computer Architectuer (ISCA'19), 2019
[4] [MICRO'16] Shijin Zhang, Zidong Du, Lei Zhang, Huiying Lan, Shaoli Liu, Ling Li, Qi Guo, Tianshi Chen, and Yunji Chen, "Cambricon-X: An Accelerator for Sparse Neural Networks," in Proceedings of the 49th IEEE/ACM International Symposium on Microarchitecture (MICRO'16), 2016
[5] [ASPLOS'14] Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen, Olivier Temam, "DianNao: a small-footprint high-throughput accelerator for ubiquitous machine-learning," in Proceedings of the 19th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'14), 2014: 269-284 (Best Paper Award)
2020年9月9日，2020年阿里巴巴达摩院青橙奖获奖名单公布，杜子东获得达摩院的1000万元奖金。
他的架构深度学习处理器，能高效处理广泛深度学习算法。