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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 Energy-efficient Accelerator for Dynamic Graph Neural Networks", IEEE Transactions on Computer-Aided Design 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 Architecture", 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 Architecture for Machine Learning", ACM Transactions on Computer Systems (TOCS), 2019.

會(huì)議文章：

[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 Architecture 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 Zhuang, Zhenxing Zhang, and Xinkai Song. “Cambricon-Q : A Hybrid Architecture 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 Architecture", 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)