Zhao, Yongwei (赵永威)
zhaoyongwei at ict · ac · cn

Selected Publications

✨ FUSE: A Fragmentation-Free Spatial Multi-Tenant DNN Accelerator via Edge-Universal Graph

Zhihao Yang, Yongwei Zhao, Tianrui Ma, Yifan Hao, Zhe Fan, Rui Zhang, Zidong Du, Ling Li, Tianshi Chen, Yunji Chen

MICRO 2026

✨ Hardwired-Neuron Language Processing Units as General-Purpose Cognitive Substrates

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

ASPLOS 2026

✨ Cambricon-C: Efficient 4-bit Matrix Unit via Primitivization

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

MICRO 2024

✨ Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing

Hongrui Guo, Yongwei Zhao, Zhangmai Li, Yifan Hao, Chang Liu, Xinkai Song, Xiaqing Li, Zidong Du, Rui Zhang, Qi Guo, Tianshi Chen, Zhiwei Xu

MICRO 2023

✨ Rescue to the Curse of Universality

Yongwei Zhao, Zidong Du, Qi Guo, Zhiwei Xu, Yunji Chen

Science China: Information Sciences

✨ Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing

Yifan Hao, Yongwei Zhao, Chenxiao Liu, Shuyao Cheng, Xiaqing Li, Xing Hu, Zidong Du, Qi Guo, Zhiwei Xu, Tianshi Chen

MICRO 2022 (★ Best Paper Runner-up Award)

✨ Cambricon-Q: A Hybrid Architecture for Efficient Training

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

ISCA 2021

✨ Cambricon-F: Machine Learning Computers with Fractal von Neumann Architecture

Yongwei Zhao, Zidong Du, Qi Guo, Shaoli Liu, Ling Li, Zhiwei Xu, Tianshi Chen, Yunji Chen

ISCA 2019

Books

2026 智能计算系统实验教程:从深度学习到大模型 第2版

李玲,赵永威,张蕊,黄迪,张欣,李威,周晓勇,陈云霁,郭崎

机械工业出版社

2024 智能计算系统:从深度学习到大模型 第2版

陈云霁,李玲,赵永威,李威,郭崎,文渊博,张蕊

机械工业出版社

2023 分形计算系统

赵永威

机械工业出版社