
陈云霁,男,1983年生,江西南昌人。他成功带领团队研制了国际上首个深度学习专用处理器芯片。他在ISCA、HPCA、ASPLOS、MICRO、ICSE、ISSCC、Hot Chips、IJCAI、IEEE TC、IEEE TPDS、IEEE TCAD、ACM TOCS和CACM等学术会议及期刊上发表论文100余篇,申请专利100余项,获得了ASPLOS和MICRO等计算机体系结构领域顶级国际会议最佳论文奖(亚洲迄今仅有的两次)。包括哈佛、斯坦福、麻省理工、谷歌等上百个国际知名机构跟踪引用他的学术论文开展深度学习处理器研究。因此,他被Science杂志评价为该方向的“先驱”和“领导者”。 他曾获国家杰出青年科学基金、中国青年科技奖、全国创新争先奖、国家自然科学基金委“优秀青年基金”、教育部“青年长江学者”,并被MIT技术评论评为全球35位杰出青年创新者(2015年度)。他还曾两次获得中国科学院优秀导师奖。
计算机体系结构;人工智能
1、Jiaming Guo, Rui Zhang, Xishan Zhang, Shaohui Peng, Qi Yi, Zidong Du, Xing Hu, Qi Guo, Yunji Chen: Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. IJCAI 2021: 2476-2482.
2、Zidong Du, Qi Guo, Yongwei Zhao, Tian Zhi, Yunji Chen, Zhiwei Xu:Self-Aware Neural Network Systems: A Survey and New Perspective. Proc. IEEE 108(7): 1047-1067 (2020)
3、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 Trans. Computers 69(7): 998-1014 (2020)
4、Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen:DWM: A Decomposable Winograd Method for Convolution Acceleration. AAAI 2020: 4174-4181
5、Xishan Zhang, Shaoli Liu, Rui Zhang, Chang Liu, Di Huang, Shiyi Zhou, Jiaming Guo, Qi Guo, Zidong Du, Tian Zhi, Yunji Chen:Fixed-Point Back-Propagation Training. CVPR 2020: 2327-2335
6、Shaoli Liu, Zidong Du, Jinhua Tao, Dong Han, Tao Luo, Yuan Xie,Yunji Chen, and Tianshi Chen, Cambricon: An Instruction Set Architecture for Neural Networks, inProceedings of the 43rd ACM/IEEE International Symposium on Computer Architecture (ISCA'16), 2016.(The highest score paper).
7、Zidong Du, Daniel D Ben-Dayan Rubin,Yunji Chen, Liqiang He, Tianshi Chen, Lei Zhang, Chengyong Wu, and Olivier Temam, Neuromorphic Accelerators: A Comparison Between Neuroscience and Machine-Learning Approaches, inProceedings of the 48th ACM/IEEE International Symposium on Microarchitecture (MICRO'15), 2015.
8、Zidong Du, Robert Fasthuber, Tianshi Chen, Paolo Ienne, Ling Li, Tao Luo, Xiaobing Feng,Yunji Chen, and Olivier Temam, ShiDianNao: Shifting Vision Processing Closer to the Sensor, inProceedings of the 42nd ACM/IEEE International Symposium on Computer Architecture (ISCA'15), 2015.
9、Daofu Liu, Tianshi Chen, Shaoli Liu, Jinhong Zhou, Shengyuan Zhou, Olivier Temam, Xiaobing Feng, Xuehai Zhou, and Yunji Chen, PuDianNao: A Polyvalent Machine Learning Accelerator, inProceedings of the 20th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'15),2015.
10、Yunji Chen, Tao Luo, Shaoli Liu, Shijin Zhang, Liqiang He, Jia Wang, Ling Li, Tianshi Chen, Zhiwei Xu, Ninghui Sun, and Olivier Temam, DaDianNao: A Machine-Learning Supercomputer, inProceedings of the 47th IEEE/ACM International Symposium on Microarchitecture (MICRO'14),2014.(Best paper)·
11、Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu,Yunji Chen, and Olivier Temam, DianNao: A Small-Footprint High-Throughput Accelerator for Ubiquitous Machine-Learning, in Proceedings of the 19th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'14),2014.(Best paper).
12、Tianshi Chen, Qi Guo, Ke Tang, Olivier Temam, Zhiwei Xu, Zhi-Hua Zhou, andYunji Chen, ArchRanker: A Ranking Approach to Design Space Exploration, inProceedings of the 41st ACM/IEEE International Symposium on Computer Architecture (ISCA'14), 2014.
13、Weiwu Hu, Yifu Zhang, Liang Yang, Baoxia Fan,Yunji Chen, Shiqiang Zhong, Huandong Wang, Zichu Qi, Pengyu Wang, Xiang Gao, Xu Yang, Bin Xiao, Hongsheng Wang, Zongren Yang, Liqiong Yang, and Shuai Chen, Godson-3B1500: A 32nm 1.35GHz 40W 172.8GFLOPS 8-Core Processor, in Proceedings of the 60th IEEE International Solid-State Circuits Conference (ISSCC'13),2013.
14、Tianshi Chen,Yunji Chen, Marc Duranton, Qi Guo, Atif Hashmi, Mikko Lipasti, Andrew Nere, Shi Qiu, Michele Sebag, and Olivier Temam, BenchNN: On the Broad Potential Application Scope of Hardware Neural Network Accelerators, inProceedings of International Symposium on Workload Characterization (IISWC'12), 2012.(Best Paper Nominee).
15、Tianshi Chen,Yunji Chen, Qi Guo, Olivier Temam, Yue Wu, and Weiwu Hu, Statistical Performance Comparisons of Computers inProceedings of the 18th IEEE International Symposium on High-Performance Computer Architecture (HPCA'12), 2012.
16、Qi Guo, Tianshi Chen,Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, and Zhiwei Xu, Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations, inProceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI'11), 2011.
17、Weiwu Hu, Ru Wang,Yunji Chen, Baoxia Fan, Shiqiang Zhong, Xiang Gao, Zichu Qi, and Xu Yang, Godson-3B: A 1GHz 40W 8-Core 128GFlops Processor in 65nm CMOS, inProceedings of the 58th IEEE International Solid-State Circuits Conference (ISSCC'11),2011.
18、Yunji Chen, Yi Lv, Weiwu Hu, Tianshi Chen, Haihua Shen, Pengyu Wang, and Hong Pan, Fast Complete Memory Consistency Verification, inProceedings of the 15th IEEE International Symposium on High-Performance Computer Architecture (HPCA'09), 2009.(The first HPCA paper from Mainland China).


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