基本信息
陈云霁  男  博导  中国科学院计算技术研究所
电子邮件: cyj@ict.ac.cn
通信地址: 北京市海淀区科学院南路6号
邮政编码:

招生信息

   
招生专业
081201-计算机系统结构
招生方向
计算机系统结构

教育背景

2002-09--2007-07   中国科学院计算技术研究所   博士

教授课程

数字电路
并行系统

专利与奖励

   
奖励信息
(1) 教育部青年“长江学者”, 一等奖, 部委级, 2019
(2) 深度学习处理器体系结构, 一等奖, 部委级, 2019
(3) 国家杰出青年科学基金, 一等奖, 国家级, 2019
(4) 中科院卢嘉锡青年人才奖, , 院级, 2013
(5) 国家自然科学基金优秀青年基金, , 国家级, 2012
(6) 国家万人计划“青年拔尖人才”, , 国家级, 2012
专利成果
( 1 ) 一种分形树结构通信结构、方法、控制装置及智能芯片, 发明, 2015, 第 5 作者, 专利号: 2444:37:3
( 2 ) 多输入多输出处理器流水线数据同步装置及方法, 发明, 2015, 第 5 作者, 专利号: 2602688
( 3 ) 流水级运算装置、数据处理方法及片上网络芯片, 发明, 2015, 第 5 作者, 专利号: 2444384
( 4 ) 硬件实现的数据排序装置、方法及数据处理芯片, 发明, 2014, 第 3 作者, 专利号: 2510638
( 5 ) 数据累加装置、方法及数字信号处理装置, 发明, 2015, 第 5 作者, 专利号: 2454755
( 6 ) 基于分形树结构的数据发布装置、方法、控制装置及职能芯片, 发明, 2015, 第 4 作者, 专利号: 2436674
( 7 ) 一种分形树结构通信结构、方法、控制装置及智能芯片, 发明, 2015, 第 4 作者, 专利号: 2531932
( 8 ) 一种神经网络加速器及其运算方法, 发明, 2016, 第 4 作者, 专利号: 2444345

出版信息

   
发表论文
[1] Han, Husheng, Xu, Kaidi, Hu, Xing, Chen, Xiaobing, Liang, Ling, Du, Zidong, Guo, Qi, Wang, Yanzhi, Chen, Yunji. ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. 2021, http://arxiv.org/abs/2110.14120.
[2] Chen Yunji. Cambricon-G: A Polyvalent Energy-efficient Accelerator for Dynamic Graph Neural Networks. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. 2021, [3] Huang, Di, Zhang, Rui, Zhang, Xishan, Wu, Fan, Wang, Xianzhuo, Jin, Pengwei, Liu, Shaoli, Li, Ling, Chen, Yunji. A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis. INTERNATIONAL JOURNAL OF COMPUTER VISION[J]. 2021, 129(10): 2806-2826, http://dx.doi.org/10.1007/s11263-021-01500-9.
[4] Du, Zhixing, Zhang, Rui, Chang, Ming, Zhang, Xishan, Liu, Shaoli, Chen, Tianshi, Chen, Yunji. Distilling Object Detectors with Feature Richness. 2021, http://arxiv.org/abs/2111.00674.
[5] Zhang, Zhenxing, Sun, Shiyan, Chen, Xunyu, Zhi, Tian, Guo, Qi, Chen, Yunji. Space-address decoupled scratchpad memory management for neural network accelerators. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2021, 33(6): http://dx.doi.org/10.1002/cpe.6046.
[6] Guo, Jiaming, Zhang, Rui, Zhang, Xishan, Peng, Shaohui, Yi, Qi, Du, Zidong, Hu, Xing, Guo, Qi, Chen, Yunji. Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. 2021, http://arxiv.org/abs/2107.12216.
[7] Han, Husheng, Xu, Kaidi, Hu, Xing, Chen, Xiaobing, Liang, Ling, Du, Zidong, Guo, Qi, Wang, Yanzhi, Chen, Yunji. ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. 2021, http://arxiv.org/abs/2110.14120.
[8] Chen Yunji. Cambricon-G: A Polyvalent Energy-efficient Accelerator for Dynamic Graph Neural Networks. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. 2021, [9] Huang, Di, Zhang, Rui, Zhang, Xishan, Wu, Fan, Wang, Xianzhuo, Jin, Pengwei, Liu, Shaoli, Li, Ling, Chen, Yunji. A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis. INTERNATIONAL JOURNAL OF COMPUTER VISION[J]. 2021, 129(10): 2806-2826, http://dx.doi.org/10.1007/s11263-021-01500-9.
[10] Du, Zhixing, Zhang, Rui, Chang, Ming, Zhang, Xishan, Liu, Shaoli, Chen, Tianshi, Chen, Yunji. Distilling Object Detectors with Feature Richness. 2021, http://arxiv.org/abs/2111.00674.
[11] Zhang, Zhenxing, Sun, Shiyan, Chen, Xunyu, Zhi, Tian, Guo, Qi, Chen, Yunji. Space-address decoupled scratchpad memory management for neural network accelerators. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2021, 33(6): http://dx.doi.org/10.1002/cpe.6046.
[12] Guo, Jiaming, Zhang, Rui, Zhang, Xishan, Peng, Shaohui, Yi, Qi, Du, Zidong, Hu, Xing, Guo, Qi, Chen, Yunji. Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment. 2021, http://arxiv.org/abs/2107.12216.
[13] Du, Zidong, Guo, Qi, Zhao, Yongwei, Chen, Yunji, Xu, Zhiwei, Zhi, Tian. Self-Aware Neural Network Systems: A Survey and New Perspective. PROCEEDINGS OF THE IEEE[J]. 2020, 108(7): 1047-1067, http://dx.doi.org/10.1109/JPROC.2020.2977722.
[14] Zeng, Xi, Zhi, Tian, Zhou, Xuda, Du, Zidong, Guo, Qi, Liu, Shaoli, Wang, Bingrui, Wen, Yuanbo, Wang, Chao, Zhou, Xuehai, Li, Ling, Chen, Tianshi, Sun, Ninghui, Chen, Yunji. Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach. IEEE TRANSACTIONS ON COMPUTERS[J]. 2020, 69(7): 968-985, http://dx.doi.org/10.1109/TC.2020.2978475.
[15] Zhao, Yongwei, Fan, Zhe, Du, Zidong, Zhi, Tian, Li, Ling, Guo, Qi, Liu, Shaoli, Xu, Zhiwei, Chen, Tianshi, Chen, Yunji. Machine Learning Computers With Fractal von Neumann Architecture. IEEE TRANSACTIONS ON COMPUTERS[J]. 2020, 69(7): 998-1014, http://dx.doi.org/10.1109/TC.2020.2982159.
[16] Du, Zidong, Guo, Qi, Zhao, Yongwei, Chen, Yunji, Xu, Zhiwei, Zhi, Tian. Self-Aware Neural Network Systems: A Survey and New Perspective. PROCEEDINGS OF THE IEEE[J]. 2020, 108(7): 1047-1067, http://dx.doi.org/10.1109/JPROC.2020.2977722.
[17] Zeng, Xi, Zhi, Tian, Zhou, Xuda, Du, Zidong, Guo, Qi, Liu, Shaoli, Wang, Bingrui, Wen, Yuanbo, Wang, Chao, Zhou, Xuehai, Li, Ling, Chen, Tianshi, Sun, Ninghui, Chen, Yunji. Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach. IEEE TRANSACTIONS ON COMPUTERS[J]. 2020, 69(7): 968-985, http://dx.doi.org/10.1109/TC.2020.2978475.
[18] Zhao, Yongwei, Fan, Zhe, Du, Zidong, Zhi, Tian, Li, Ling, Guo, Qi, Liu, Shaoli, Xu, Zhiwei, Chen, Tianshi, Chen, Yunji. Machine Learning Computers With Fractal von Neumann Architecture. IEEE TRANSACTIONS ON COMPUTERS[J]. 2020, 69(7): 998-1014, http://dx.doi.org/10.1109/TC.2020.2982159.
[19] Zhao, Yongwei, Du, Zidong, Guo, Qi, Liu, Shaoli, Li, Ling, Xu, Zhiwei, Chen, Tianshi, Chen, Yunji, ACM. Cambricon-F: Machine Learning Computers with Fractal von Neumann Architecture. PROCEEDINGS OF THE 2019 46TH INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA '19)null. 2019, 788-801, http://dx.doi.org/10.1145/3307650.3322226.
[20] Yu, Yong, Zhi, Tian, Zhou, Xuda, Liu, Shaoli, Chen, Yunji, Cheng, Shuyao. BSHIFT: A Low Cost Deep Neural Networks Accelerator. INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING[J]. 2019, 47(3): 360-372, https://www.webofscience.com/wos/woscc/full-record/WOS:000471644400003.
[21] Chen Yunji. TDSNN:from DNN to deep SNN with temporal coding. AAAI Conference on Artificial Intelligence. 2019, [22] Zhao, Yongwei, Du, Zidong, Guo, Qi, Liu, Shaoli, Li, Ling, Xu, Zhiwei, Chen, Tianshi, Chen, Yunji, ACM. Cambricon-F: Machine Learning Computers with Fractal von Neumann Architecture. PROCEEDINGS OF THE 2019 46TH INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA '19)null. 2019, 788-801, http://dx.doi.org/10.1145/3307650.3322226.
[23] Yu, Yong, Zhi, Tian, Zhou, Xuda, Liu, Shaoli, Chen, Yunji, Cheng, Shuyao. BSHIFT: A Low Cost Deep Neural Networks Accelerator. INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING[J]. 2019, 47(3): 360-372, https://www.webofscience.com/wos/woscc/full-record/WOS:000471644400003.
[24] Chen Yunji. TDSNN:from DNN to deep SNN with temporal coding. AAAI Conference on Artificial Intelligence. 2019, [25] Chen Yunji. Addressing Sparisity in Deep Neural Networks. IEEE Trans. on CAD of Integrated Circuits and Systems. 2018, [26] Zhou, Xuda, Du, Zidong, Guo, Qi, Liu, Shaoli, Liu, Chengsi, Wang, Chao, Zhou, Xuehai, Li, Ling, Chen, Tianshi, Chen, Yunji, IEEE. Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach. 2018 51ST ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO)null. 2018, 15-28, http://dx.doi.org/10.1109/MICRO.2018.00011.
[27] Chen Yunji. Addressing Sparisity in Deep Neural Networks. IEEE Trans. on CAD of Integrated Circuits and Systems. 2018, [28] Zhou, Xuda, Du, Zidong, Guo, Qi, Liu, Shaoli, Liu, Chengsi, Wang, Chao, Zhou, Xuehai, Li, Ling, Chen, Tianshi, Chen, Yunji, IEEE. Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach. 2018 51ST ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO)null. 2018, 15-28, http://dx.doi.org/10.1109/MICRO.2018.00011.
[29] Zhou, Jinhong, Liu, Shaoli, Guo, Qi, Zhou, Xuda, Zhi, Tian, Liu, Daofu, Wang, Chao, Zhou, Xuehai, Chen, Yunji, Chen, Tianshi, IEEE. TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing. 2017 17TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING (CCGRID)null. 2017, 731-734, [30] Du, Zidong, Liu, Shaoli, Fasthuber, Robert, Chen, Tianshi, Ienne, Paolo, Li, Ling, Luo, Tao, Guo, Qi, Feng, Xiaobing, Chen, Yunji, Temam, Olivier. An Accelerator for High Efficient Vision Processing. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2017, 36(2): 227-240, https://www.webofscience.com/wos/woscc/full-record/WOS:000394682200003.
[31] Lan, HuiYing, Wu, LinYang, Zhang, Xiao, Tao, JinHua, Chen, XunYu, Wang, BingRui, Wang, YuQing, Guo, Qi, Chen, YunJi. DLPlib: A Library for Deep Learning Processor. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2017, 32(2): 286-296, http://dx.doi.org/10.1007/s11390-017-1722-2.
[32] Wang, Chao, Li, Xi, Chen, Yunji, Zhang, Youhui, Diessel, Oliver, Zhou, Xuehai. Service-Oriented Architecture on FPGA-Based MPSoC. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS[J]. 2017, 28(10): 2993-3006, https://www.webofscience.com/wos/woscc/full-record/WOS:000410653500021.
[33] Xia, Yubin, Liu, Yutao, Guan, Haibing, Chen, Yunji, Chen, Tianshi, Zang, Binyu, Chen, Haibo. Secure Outsourcing of Virtual Appliance. IEEE TRANSACTIONS ON CLOUD COMPUTING[J]. 2017, 5(3): 390-404, https://www.webofscience.com/wos/woscc/full-record/WOS:000416650800003.
[34] Luo, Tao, Liu, Shaoli, Li, Ling, Wang, Yuqing, Zhang, Shijin, Chen, Tianshi, Xu, Zhiwei, Temam, Olivier, Chen, Yunji. DaDianNao: A Neural Network Supercomputer. IEEE TRANSACTIONS ON COMPUTERS[J]. 2017, 66(1): 73-88, https://www.webofscience.com/wos/woscc/full-record/WOS:000390667600009.
[35] Zhou, Jinhong, Liu, Shaoli, Guo, Qi, Zhou, Xuda, Zhi, Tian, Liu, Daofu, Wang, Chao, Zhou, Xuehai, Chen, Yunji, Chen, Tianshi, IEEE. TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing. 2017 17TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING (CCGRID)null. 2017, 731-734, [36] Du, Zidong, Liu, Shaoli, Fasthuber, Robert, Chen, Tianshi, Ienne, Paolo, Li, Ling, Luo, Tao, Guo, Qi, Feng, Xiaobing, Chen, Yunji, Temam, Olivier. An Accelerator for High Efficient Vision Processing. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2017, 36(2): 227-240, https://www.webofscience.com/wos/woscc/full-record/WOS:000394682200003.
[37] Lan, HuiYing, Wu, LinYang, Zhang, Xiao, Tao, JinHua, Chen, XunYu, Wang, BingRui, Wang, YuQing, Guo, Qi, Chen, YunJi. DLPlib: A Library for Deep Learning Processor. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2017, 32(2): 286-296, http://dx.doi.org/10.1007/s11390-017-1722-2.
[38] Wang, Chao, Li, Xi, Chen, Yunji, Zhang, Youhui, Diessel, Oliver, Zhou, Xuehai. Service-Oriented Architecture on FPGA-Based MPSoC. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS[J]. 2017, 28(10): 2993-3006, https://www.webofscience.com/wos/woscc/full-record/WOS:000410653500021.
[39] Xia, Yubin, Liu, Yutao, Guan, Haibing, Chen, Yunji, Chen, Tianshi, Zang, Binyu, Chen, Haibo. Secure Outsourcing of Virtual Appliance. IEEE TRANSACTIONS ON CLOUD COMPUTING[J]. 2017, 5(3): 390-404, https://www.webofscience.com/wos/woscc/full-record/WOS:000416650800003.
[40] Luo, Tao, Liu, Shaoli, Li, Ling, Wang, Yuqing, Zhang, Shijin, Chen, Tianshi, Xu, Zhiwei, Temam, Olivier, Chen, Yunji. DaDianNao: A Neural Network Supercomputer. IEEE TRANSACTIONS ON COMPUTERS[J]. 2017, 66(1): 73-88, https://www.webofscience.com/wos/woscc/full-record/WOS:000390667600009.
[41] Guo, Qi, Chen, Tianshi, Chen, Yunji, Franchetti, Franz. Accelerating Architectural Simulation Via Statistical Techniques: A Survey. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2016, 35(3): 433-446, https://www.webofscience.com/wos/woscc/full-record/WOS:000372371000009.
[42] Chen, Yunji, Chen, Tianshi, Xu, Zhiwei, Sun, Ninghui, Temam, Olivier. DianNao Family: Energy-Efficient Hardware Accelerators for Machine Learning. COMMUNICATIONS OF THE ACM[J]. 2016, 59(11): 105-112, https://www.webofscience.com/wos/woscc/full-record/WOS:000387897700028.
[43] Zhang Shijin, Du Zidong, Zhang Lei, Lan Huiying, Liu Shaoli, Li Ling, Guo Qi, Chen Tianshi, Chen Yunji, IEEE. Cambricon-X: An Accelerator for Sparse Neural Networks. 2016 49TH ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO)null. 2016, [44] Chen Yunji. Cambricon: An Instruction Set Architecture for Neural Networks. Computer Architecture (ISCA), 2016 ACM/IEEE 43rd Annual International Symposium on. 2016, [45] Liu, Shaoli, Chen, Tianshi, Li, Ling, Feng, Xiaoxue, Xu, Zhiwei, Chen, Haibo, Chong, Fred, Chen, Yunji. IMR: High-Performance Low-Cost Multi-Ring NoCs. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS[J]. 2016, 27(6): 1700-1712, https://www.webofscience.com/wos/woscc/full-record/WOS:000376106400012.
[46] Guo, Qi, Chen, Tianshi, Chen, Yunji, Franchetti, Franz. Accelerating Architectural Simulation Via Statistical Techniques: A Survey. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2016, 35(3): 433-446, https://www.webofscience.com/wos/woscc/full-record/WOS:000372371000009.
[47] Chen, Yunji, Chen, Tianshi, Xu, Zhiwei, Sun, Ninghui, Temam, Olivier. DianNao Family: Energy-Efficient Hardware Accelerators for Machine Learning. COMMUNICATIONS OF THE ACM[J]. 2016, 59(11): 105-112, https://www.webofscience.com/wos/woscc/full-record/WOS:000387897700028.
[48] Zhang Shijin, Du Zidong, Zhang Lei, Lan Huiying, Liu Shaoli, Li Ling, Guo Qi, Chen Tianshi, Chen Yunji, IEEE. Cambricon-X: An Accelerator for Sparse Neural Networks. 2016 49TH ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO)null. 2016, [49] Chen Yunji. Cambricon: An Instruction Set Architecture for Neural Networks. Computer Architecture (ISCA), 2016 ACM/IEEE 43rd Annual International Symposium on. 2016, [50] Liu, Shaoli, Chen, Tianshi, Li, Ling, Feng, Xiaoxue, Xu, Zhiwei, Chen, Haibo, Chong, Fred, Chen, Yunji. IMR: High-Performance Low-Cost Multi-Ring NoCs. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS[J]. 2016, 27(6): 1700-1712, https://www.webofscience.com/wos/woscc/full-record/WOS:000376106400012.
[51] Chen, Yunji, Zhang, Shijin, Guo, Qi, Li, Ling, Wu, Ruiyang, Chen, Tianshi. Deterministic Replay: A Survey. ACM COMPUTING SURVEYS[J]. 2015, 48(2): https://www.webofscience.com/wos/woscc/full-record/WOS:000368081600001.
[52] Liu, Daofu, Chen, Tianshi, Liu, Shaoli, Zhou, Jinhong, Zhou, Shengyuan, Teman, Olivier, Feng, Xiaobing, Zhou, Xuehai, Chen, Yunji. PuDianNao: A Polyvalent Machine Learning Accelerator. ACM SIGPLAN NOTICES[J]. 2015, 50(4): 369-381, http://dx.doi.org/10.1145/2694344.2694358.
[53] Wang, Chao, Li, Xi, Zhang, Junneng, Chen, Peng, Chen, Yunji, Zhou, Xuehai, Cheung, Ray C C. Architecture Support for Task Out-of-Order Execution in MPSoCs. IEEE TRANSACTIONS ON COMPUTERS[J]. 2015, 64(5): 1296-1310, https://www.webofscience.com/wos/woscc/full-record/WOS:000352491300007.
[54] Du, Zidong, Lingamneni, Avinash, Chen, Yunji, Palem, Krishna V, Temam, Olivier, Wu, Chengyong. Leveraging the Error Resilience of Neural Networks for Designing Highly Energy Efficient Accelerators. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2015, 34(8): 1223-1235, https://www.webofscience.com/wos/woscc/full-record/WOS:000358620700002.
[55] Chen Yunji. ReCBuLC: Reproducing Concurrency Bugs Using Local Clocks. International Conference on Software Engineering. 2015, [56] Du Zidong, Rubin Daniel D BenDayan, Chen Yunji, He Liqiang, Chen Tianshi, Zhang Lei, Wu Chengyong, Temam Olivier, ACM. Neuromorphic Accelerators: A Comparison Between Neuroscience and Machine-Learning Approaches. PROCEEDINGS OF THE 48TH ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO-48)null. 2015, 494-507, http://dx.doi.org/10.1145/2830772.2830789.
[57] Chen, Tianshi, Guo, Qi, Temam, Olivier, Wu, Yue, Bao, Yungang, Xu, Zhiwei, Chen, Yunji. Statistical Performance Comparisons of Computers. IEEE TRANSACTIONS ON COMPUTERS[J]. 2015, 64(5): 1442-1455, http://dx.doi.org/10.1109/TC.2014.2315614.
[58] Du Zidong, Fasthuber Robert, Chen Tianshi, Ienne Paolo, Li Ling, Luo Tao, Feng Xiaobing, Chen Yunji, Temam Olivier, IEEE. ShiDianNao: Shifting Vision Processing Closer to the Sensor. 2015 ACM/IEEE 42ND ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA)null. 2015, 92-104, http://dx.doi.org/10.1145/2749469.2750389.
[59] Liu, Shaoli, Chen, Tianshi, Li, Ling, Li, Xi, Zhang, Mingzhe, Wang, Chao, Meng, Haibo, Zhou, Xuehai, Chen, Yunji. FreeRider: Non-Local Adaptive Network-on-Chip Routing with Packet-Carried Propagation of Congestion Information. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS[J]. 2015, 26(8): 2272-2285, https://www.webofscience.com/wos/woscc/full-record/WOS:000358226400017.
[60] Chen, Tianshi, Zhang, Shijin, Liu, Shaoli, Du, Zidong, Luo, Tao, Gao, Yuan, Liu, Junjie, Wang, Dongsheng, Wu, Chengyong, Sun, Ninghui, Chen, Yunji, Temam, Olivier. A Small-Footprint Accelerator for Large-Scale Neural Networks. ACM TRANSACTIONS ON COMPUTER SYSTEMS[J]. 2015, 33(2): http://dx.doi.org/10.1145/2701417.
[61] Fang, Shuangde, Xu, Wenwen, Chen, Yang, Eeckhout, Lieven, Temam, Olivier, Chen, Yunji, Wu, Chengyong, Feng, Xiaobing. Practical Iterative Optimization for the Data Center. ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION[J]. 2015, 12(2): http://dx.doi.org/10.1145/2739048.
[62] Chen, Yunji, Zhang, Shijin, Guo, Qi, Li, Ling, Wu, Ruiyang, Chen, Tianshi. Deterministic Replay: A Survey. ACM COMPUTING SURVEYS[J]. 2015, 48(2): https://www.webofscience.com/wos/woscc/full-record/WOS:000368081600001.
[63] Liu, Daofu, Chen, Tianshi, Liu, Shaoli, Zhou, Jinhong, Zhou, Shengyuan, Teman, Olivier, Feng, Xiaobing, Zhou, Xuehai, Chen, Yunji. PuDianNao: A Polyvalent Machine Learning Accelerator. ACM SIGPLAN NOTICES[J]. 2015, 50(4): 369-381, http://dx.doi.org/10.1145/2694344.2694358.
[64] Wang, Chao, Li, Xi, Zhang, Junneng, Chen, Peng, Chen, Yunji, Zhou, Xuehai, Cheung, Ray C C. Architecture Support for Task Out-of-Order Execution in MPSoCs. IEEE TRANSACTIONS ON COMPUTERS[J]. 2015, 64(5): 1296-1310, https://www.webofscience.com/wos/woscc/full-record/WOS:000352491300007.
[65] Du, Zidong, Lingamneni, Avinash, Chen, Yunji, Palem, Krishna V, Temam, Olivier, Wu, Chengyong. Leveraging the Error Resilience of Neural Networks for Designing Highly Energy Efficient Accelerators. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2015, 34(8): 1223-1235, https://www.webofscience.com/wos/woscc/full-record/WOS:000358620700002.
[66] Chen Yunji. ReCBuLC: Reproducing Concurrency Bugs Using Local Clocks. International Conference on Software Engineering. 2015, [67] Du Zidong, Rubin Daniel D BenDayan, Chen Yunji, He Liqiang, Chen Tianshi, Zhang Lei, Wu Chengyong, Temam Olivier, ACM. Neuromorphic Accelerators: A Comparison Between Neuroscience and Machine-Learning Approaches. PROCEEDINGS OF THE 48TH ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO-48)null. 2015, 494-507, http://dx.doi.org/10.1145/2830772.2830789.
[68] Chen, Tianshi, Guo, Qi, Temam, Olivier, Wu, Yue, Bao, Yungang, Xu, Zhiwei, Chen, Yunji. Statistical Performance Comparisons of Computers. IEEE TRANSACTIONS ON COMPUTERS[J]. 2015, 64(5): 1442-1455, http://dx.doi.org/10.1109/TC.2014.2315614.
[69] Du Zidong, Fasthuber Robert, Chen Tianshi, Ienne Paolo, Li Ling, Luo Tao, Feng Xiaobing, Chen Yunji, Temam Olivier, IEEE. ShiDianNao: Shifting Vision Processing Closer to the Sensor. 2015 ACM/IEEE 42ND ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA)null. 2015, 92-104, http://dx.doi.org/10.1145/2749469.2750389.
[70] Liu, Shaoli, Chen, Tianshi, Li, Ling, Li, Xi, Zhang, Mingzhe, Wang, Chao, Meng, Haibo, Zhou, Xuehai, Chen, Yunji. FreeRider: Non-Local Adaptive Network-on-Chip Routing with Packet-Carried Propagation of Congestion Information. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS[J]. 2015, 26(8): 2272-2285, https://www.webofscience.com/wos/woscc/full-record/WOS:000358226400017.
[71] Chen, Tianshi, Zhang, Shijin, Liu, Shaoli, Du, Zidong, Luo, Tao, Gao, Yuan, Liu, Junjie, Wang, Dongsheng, Wu, Chengyong, Sun, Ninghui, Chen, Yunji, Temam, Olivier. A Small-Footprint Accelerator for Large-Scale Neural Networks. ACM TRANSACTIONS ON COMPUTER SYSTEMS[J]. 2015, 33(2): http://dx.doi.org/10.1145/2701417.
[72] Fang, Shuangde, Xu, Wenwen, Chen, Yang, Eeckhout, Lieven, Temam, Olivier, Chen, Yunji, Wu, Chengyong, Feng, Xiaobing. Practical Iterative Optimization for the Data Center. ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION[J]. 2015, 12(2): http://dx.doi.org/10.1145/2739048.
[73] Chen Yunji, Luo Tao, Liu Shaoli, Zhang Shijin, He Liqiang, Wang Jia, Li Ling, Chen Tianshi, Xu Zhiwei, Sun Ninghui, Temam Olivier, IEEE. DaDianNao: A Machine-Learning Supercomputer. 2014 47TH ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO)[J]. 2014, 609-622, [74] Chen, Tianshi, Du, Zidong, Sun, Ninghui, Wang, Jia, Wu, Chengyong, Chen, Yunji, Temam, Olivier. DianNao: A Small-Footprint High-Throughput Accelerator for Ubiquitous Machine-Learning. ACM SIGPLAN NOTICES[J]. 2014, 49(4): 269-283, http://dx.doi.org/10.1145/2541940.2541967.
[75] Chen Yunji, Luo Tao, Liu Shaoli, Zhang Shijin, He Liqiang, Wang Jia, Li Ling, Chen Tianshi, Xu Zhiwei, Sun Ninghui, Temam Olivier, IEEE. DaDianNao: A Machine-Learning Supercomputer. 2014 47TH ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO)[J]. 2014, 609-622, [76] Chen, Tianshi, Du, Zidong, Sun, Ninghui, Wang, Jia, Wu, Chengyong, Chen, Yunji, Temam, Olivier. DianNao: A Small-Footprint High-Throughput Accelerator for Ubiquitous Machine-Learning. ACM SIGPLAN NOTICES[J]. 2014, 49(4): 269-283, http://dx.doi.org/10.1145/2541940.2541967.
发表著作
(1) 计算机体系结构, 清华大学出版社, 2011-06, 第 2 作者
(2) 智能计算系统, AI Computing Systems, 华章出版社, 2020-03, 第 1 作者

科研活动

   
科研项目
( 1 ) 易编程的异构并行处理器结构, 主持, 国家级, 2015-01--2019-12
( 2 ) XXX, 主持, 国家级, 2017-01--2020-09
( 3 ) XXX, 主持, 国家级, 2017-01--2020-12
参与会议
(1)Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems   2017-04-08

指导学生

已指导学生

罗韬  硕士研究生  430112-计算机技术  

刘道福  博士研究生  081201-计算机系统结构  

杜子东  博士研究生  081201-计算机系统结构  

张士锦  博士研究生  081201-计算机系统结构  

刘雨辰  博士研究生  081201-计算机系统结构  

鲍苗  硕士研究生  081201-计算机系统结构  

莫焕生  硕士研究生  081201-计算机系统结构  

罗韬  博士研究生  081201-计算机系统结构  

兰慧盈  博士研究生  081201-计算机系统结构  

李尚应  硕士研究生  081201-计算机系统结构  

张莲莲  硕士研究生  085211-计算机技术  

现指导学生

庄毅敏  博士研究生  081201-计算机系统结构  

罗蓉  硕士研究生  085211-计算机技术  

樊哲  博士研究生  081201-计算机系统结构  

于启航  博士研究生  081201-计算机系统结构  

于涌  博士研究生  081201-计算机系统结构  

彭少辉  博士研究生  081201-计算机系统结构  

刘畅  硕士研究生  081201-计算机系统结构  

李苗  硕士研究生  085211-计算机技术  

郭家明  硕士研究生  081201-计算机系统结构  

张靖宇  硕士研究生  081201-计算机系统结构  

宋新开  博士研究生  081201-计算机系统结构  

谭懿峻  硕士研究生  081201-计算机系统结构  

汪瑜  硕士研究生  085211-计算机技术  

承书尧  博士研究生  081201-计算机系统结构  

贺文凯  博士研究生  081201-计算机系统结构