081201-计算机系统结构

芯片体系结构，机器学习

2002-09--2007-07   中国科学院计算技术研究所   博士生
1997-09--2002-07   中国科学技术大学   本科生

   

2024-01~2024-07,中国科学院科技基础能力局, 副局长
2022-05~现在, 处理器芯片全国重点实验室, 主任
2021-02~现在, 中国科学院计算技术研究所, 副所长
2007-07~现在, 中国科学院计算技术研究所, 助研、副研、研究员

智能计算系统
本科生毕业设计（计算机科学与技术）
智能计算机基础及应用
数字电路
并行系统

   

（1） 杰出青年中关村奖, , 市地级, 2021
（2） 深度学习处理器体系结构新范式, 二等奖, 国家级, 2020
（3） 教育部青年“长江学者”, 一等奖, 部委级, 2019
（4） 深度学习处理器体系结构, 一等奖, 部委级, 2019
（5） 国家杰出青年科学基金, 一等奖, 国家级, 2019
（6） CCF科学技术奖一等奖, 一等奖, 其他, 2016
（7） 中科院卢嘉锡青年人才奖, , 院级, 2013
（8） 国家自然科学基金优秀青年基金, , 国家级, 2012
（9） 国家万人计划“青年拔尖人才”, , 国家级, 2012

   

[1] Fan Wu, Rui Zhang, Qi Yi, Yunkai Gao, Jiaming Guo, Shaohui Peng, Siming Lan, Husheng Han, Yansong Pan, Kaizhao Yuan, Pengwei Jin, Ruizhi Chen, Yunji Chen, Ling Li. OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning. AAAI Conference on Artificial Intelligence (AAAI). 2024, 第 13 作者null(null): https://ojs.aaai.org/index.php/AAAI/article/view/29520.
[2] Shuyao Cheng, Pengwei Jin, Qi Guo, Zidong Du, Rui Zhang, Xing Hu, Yongwei Zhao, Yifan Hao, Xiangtao Guan, Husheng Han, Zhengyue Zhao, Ximing Liu, Xishan Zhang, Yuejie Chu, Weilong Mao, Tianshi Chen, 陈云霁. Automated CPU Design by Learning from Input-Output Examples. IJCAI-24. 2024, 第 17 作者  通讯作者  null(null): https://www.ijcai.org/proceedings/2024/0425.pdf.
[3] Haihan Gao, Rui Zhang, Qi Yi, Hantao Yao, Haochen Li, Jiaming Guo, Shaohui Peng, Yunkai Gao, QiCheng Wang, Xing Hu, Yuanbo Wen, Zihao Zhang, Zidong Du, Ling Li, Qi Guo, 陈云霁. Prompt-based Visual Alignment for Zero-shot Policy Transfer. ICML 2024. 2024, 第 16 作者  通讯作者  null(null): http://arxiv.org/pdf/2406.03250.pdf.
[4] Enshuai Zhou, Yifan Hao, Rui Zhang, Yuxuan Guo, Zidong Du, Xishan Zhang, Xinkai Song, Chao Wang, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, 陈云霁. Emergent Communication for Numerical Concepts Generalization. AAAI-24. 2024, 第 16 作者  通讯作者  null(null): https://ojs.aaai.org/index.php/AAAI/article/view/29712/31222.
[5] Shuoming Zhang, Jiacheng Zhao, Chunwei Xia, Zheng Wang, 陈云霁, Huimin Cui. Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly. EMNLP 2024. 2024, 第 5 作者null(null): https://aclanthology.org/2024.findings-emnlp.55.pdf.
[6] Shaohui Peng, Xing Hu, Qi Yi, Rui Zhang, Jiaming Guo, Di Huang, Zikang Tian, Ruizhi Chen, Zidong Du, Qi Guo, 陈云霁, Ling Li. Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning. AAAI-24. 2024, 第 11 作者null(null): https://ojs.aaai.org/index.php/AAAI/article/download/29376/30598.
[7] QI Yi, Yunji Chen. Online Prototype Alignment for Few-shot Policy Transfer. International Conference on Minority Languages (ICML XVI). 2023, 第 2 作者  通讯作者  
[8] Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen. Conceptual Reinforcement Learning for Language-Conditioned Tasks. AAAI Conference on Artificial Intelligence (AAAI). 2023, 第 10 作者  通讯作者  https://arxiv.org/abs/2303.05069.
[9] Jun Bi, Xiaqing Li, Qi Guo, Rui Zhang, Yuanbo Wen, Xing Hu, Zidong Du, Xinkai Song, Yifan Hao, Yunji Chen. BALTO: fast tensor program optimization with diversity-based active learning. ICLR 2023. 2023, 第 10 作者
[10] Zhao, Yongwei, Du, Zidong, Guo, Qi, Xu, Zhiwei, Chen, Yunji. Rescue to the Curse of universality. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2023, 第 5 作者  通讯作者  66(9): http://dx.doi.org/10.1007/s11432-021-3596-x.
[11] Peng Wei Jin, Yunji Chen. Online Symbolic Regression with Informative Query. AAAI Conference on Artificial Intelligence (AAAI). 2023, 第 2 作者  通讯作者  
[12] Yi, Qi, Zhang, Rui, Peng, Shaohui, Guo, Jiaming, Hu, Xing, Du, Zidong, Guo, Qi, Chen, Ruizhi, Li, Ling, Chen, Yunji. Learning controllable elements oriented representations for reinforcement learning. NEUROCOMPUTING[J]. 2023, 第 10 作者549: http://dx.doi.org/10.1016/j.neucom.2023.126455.
[13] Yuanbo Wen, Qi Guo, Qiang Fu, Xiaqing Li, Jianxing Xu, Yanlin Tang, Yongwei Zhao, Xing Hu, Zidong Du, Ling Li, Chao Wang, Xuehai Zhou, Yunji Chen. BabelTower: Learning to Auto-parallelized Program Translation. Proceedings of the 39 th International Conference on Machine Learning. 2022, 第 13 作者  通讯作者  https://proceedings.mlr.press/v162/wen22b/wen22b.pdf.
[14] Yi, Qi, Zhang, Rui, Peng, Shaohui, Guo, Jiaming, Hu, Xing, Du, Zidong, Zhang, Xishan, Guo, Qi, Chen, Yunji. Object-Category Aware Reinforcement Learning. NeurIPS 2022. 2022, 第 9 作者  通讯作者  http://arxiv.org/abs/2210.07802.
[15] Huang, Di, Zhang, Rui, Hu, Xing, Zhang, Xishan, Jin, Pengwei, Li, Nan, Du, Zidong, Guo, Qi, Chen, Yunji. Neural Program Synthesis with Query. ICLR 2022. 2022, 第 9 作者
[16] Chen, XiaoBing, Qi, Hao, Peng, ShaoHui, Zhuang, YiMin, Zhi, Tian, Chen, YunJi. Tetris: A Heuristic Static Memory Management Framework for Uniform Memory Multicore Neural Network Accelerators. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2022, 第 6 作者37(6): 1255-1270, http://lib.cqvip.com/Qikan/Article/Detail?id=7108691411.
[17] Song, Xinkai, Zhi, Tian, Fan, Zhe, Zhang, Zhenxing, Zeng, Xi, Li, Wei, Hu, Xing, Du, Zidong, Guo, Qi, 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[J]. 2022, 第 10 作者  通讯作者  41(1): 116-128, http://dx.doi.org/10.1109/TCAD.2021.3052138.
[18] Peng, Shaohui, Hu, Xing, Zhang, Rui, Tang, Ke, Guo, Jiaming, Yi, Qi, Chen, Ruizhi, Zhang, Xishan, Du, Zidong, Li, Ling, Guo, Qi, Chen, Yunji. Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. NeurIPS 2022. 2022, 第 12 作者  通讯作者  http://arxiv.org/abs/2210.06964.
[19] Yijun Tan, Kai Han, Kang Zhao, Xianzhi Yu, Zidong Du, Yunji Chen, Yunhe Wang, Jun Yao. Accelerating Sparse Convolution with Column Vector-Wise Sparsity. NeurIPS 2022. 2022, 第 6 作者
[20] Zidong Du, Guo Qi, Yongwei Zhao, Xi Zeng, Ling Li, Limin Cheng, Zhiwei Xu, Ninghui Sun, Yunji Chen. Breaking the interaction wall: A DLPU-centric deep learning computing system. IEEE Transactions on Computers[J]. 2022, 第 9 作者  通讯作者  https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9292952.
[21] 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, 第 9 作者http://arxiv.org/abs/2110.14120.
[22] Xinkai Song, tian zhi, Fan Zhe, Zhang zhenxing, Zeng Xi, Li Wei, Hu Xing, Du Zidong, Guo Qi, 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[J]. 2021, 第 10 作者  通讯作者  
[23] 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, 第 9 作者129(10): 2806-2826, http://dx.doi.org/10.1007/s11263-021-01500-9.
[24] Du, Zhixing, Zhang, Rui, Chang, Ming, Zhang, Xishan, Liu, Shaoli, Chen, Tianshi, Chen, Yunji. Distilling Object Detectors with Feature Richness. 2021, 第 7 作者http://arxiv.org/abs/2111.00674.
[25] 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, 第 6 作者33(6): http://dx.doi.org/10.1002/cpe.6046.
[26] 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, 第 9 作者http://arxiv.org/abs/2107.12216.
[27] 陈云霁, 孙振莲, 刘自鸿. 实现科技强国梦，青年科技工作者的使命但当. 科技导报[J]. 2021, 第 1 作者39(16): 86-88, http://lib.cqvip.com/Qikan/Article/Detail?id=7105503413.
[28] Zeng, Xi, Zhi, Tian, Du, Zidong, Guo, Qi, Sun, Ninghui, Chen, Yunji, IEEE Comp Soc. ALT : Optimizing Tensor Compilation in Deep Learning Compilers with Active Learning. 2020 IEEE 38TH INTERNATIONAL CONFERENCE ON COMPUTER DESIGN (ICCD 2020). 2020, 第 6 作者623-630, 
[29] Zhang, Xishan, Liu, Shaoli, Zhang, Rui, Liu, Chang, Huang, Di, Zhou, Shiyi, Guo, Jiaming, Guo, Qi, Du, Zidong, Zhi, Tian, Chen, Yunji, IEEE. Fixed-Point Back-Propagation Training. 2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2020, 第 11 作者2327-2335, 
[30] 杜伟健, 陈云霁, 支天, 吴林阳, 陈小兵, 庄毅敏. QingLong：一种基于常变量异步拷贝的神经网络编程模型. 计算机学报[J]. 2020, 第 2 作者43(4): 587-599, http://lib.cqvip.com/Qikan/Article/Detail?id=7101310151.
[31] 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, 第 4 作者  通讯作者  108(7): 1047-1067, http://dx.doi.org/10.1109/JPROC.2020.2977722.
[32] 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, 第 14 作者  通讯作者  69(7): 968-985, http://dx.doi.org/10.1109/TC.2020.2978475.
[33] 李韦, 文渊博, 孙广中, 陈云霁. 提升高性能计算程序性能可移植性的领域特定语言. 高技术通讯[J]. 2020, 第 4 作者30(2): 141-149, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2020&filename=GJSX202002006&v=MDk0MjJmWWRyRzRITkhNclk5RllvUjhlWDFMdXhZUzdEaDFUM3FUcldNMUZyQ1VSN3FlWnVkdUZ5cmxVN3JJSWk=.
[34] Zhou, Shengyuan, Guo, Qi, Du, Zidong, Liu, Daofu, Chen, Tianshi, Li, Ling, Liu, Shaoli, Zhou, Jinhong, Temam, Olivier, Feng, Xiaobing, Zhou, Xuehai, Chen, Yunji. ParaML: A Polyvalent Multicore Accelerator for Machine Learning. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2020, 第 12 作者39(9): 1764-1777, http://dx.doi.org/10.1109/TCAD.2019.2927523.
[35] 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, 第 10 作者69(7): 998-1014, http://dx.doi.org/10.1109/TC.2020.2982159.
[36] 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). 2019, 第 8 作者  通讯作者  788-801, http://dx.doi.org/10.1145/3307650.3322226.
[37] Zhang Lei, Zhou Shengyuan, Zhi Tian, Du Zidong, Chen Yunji, AAAI. TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding. THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE. 2019, 第 5 作者  通讯作者  1319-1326, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000485292601041.
[38] Chen, Yunji, Lan, Huiying, Du, Zidong, Liu, Shaoli, Tao, Jinhua, Han, Dong, Luo, Tao, Guo, Qi, Li, Ling, Xie, Yuan, Chen, Tianshi. An Instruction Set Architecture for Machine Learning. ACM TRANSACTIONS ON COMPUTER SYSTEMS[J]. 2019, 第 1 作者36(3): http://dx.doi.org/10.1145/3331469.
[39] 周聖元, 杜子东, 刘道福, 支天, 陈云霁. 低面积低功耗的机器学习运算单元设计. 高技术通讯[J]. 2019, 第 5 作者29(1): 12-18, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2019&filename=GJSX201901003&v=MTEwNjV4WVM3RGgxVDNxVHJXTTFGckNVUjdxZVorUnZGaTdsVzd6SklpZllkckc0SDlqTXJvOUZaNFI4ZVgxTHU=.
[40] 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, 第 5 作者47(3): 360-372, http://dx.doi.org/10.1007/s10766-018-00624-9.
[41] Zhou, Xuda, Du, Zidong, Zhang, Shijin, Zhang, Lei, Lan, Huiying, Liu, Shaoli, Li, Ling, Guo, Qi, Chen, Tianshi, Chen, Yunji. Addressing Sparsity in Deep Neural Networks. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2019, 第 10 作者  通讯作者  38(10): 1858-1871, http://dx.doi.org/10.1109/TCAD.2018.2864289.
[42] 陈云霁. 树立良好作风学风，是科研工作者的责任. 中国科学基金[J]. 2019, 第 1 作者33(6): 551-552, http://lib.cqvip.com/Qikan/Article/Detail?id=7100772601.
[43] He, Bingsheng, Chen, Yunji, Zhou, Jingren. Guest Editors' Introduction: Special Issue on Big Data Systems on Emerging Architectures. IEEE TRANSACTIONS ON BIG DATA. 2019, 第 2 作者5(1): 2-3, https://www.webofscience.com/wos/woscc/full-record/WOS:000460417600002.
[44] Chen Yunji. TDSNN:from DNN to deep SNN with temporal coding. AAAI Conference on Artificial Intelligence. 2019, 第 1 作者  通讯作者  
[45] 韩栋, 周聖元, 支天, 陈云霁, 陈天石. 智能芯片的评述和展望. 计算机研究与发展[J]. 2019, 第 4 作者56(1): 7-22, http://lib.cqvip.com/Qikan/Article/Detail?id=7001082921.
[46] 周聖元, 杜子东, 陈云霁. 稀疏神经网络加速器设计. 高技术通讯[J]. 2019, 第 3 作者29(3): 222-231, http://lib.cqvip.com/Qikan/Article/Detail?id=7001549920.
[47] Chen Yunji. Addressing Sparisity in Deep Neural Networks. IEEE Trans. on CAD of Integrated Circuits and Systems. 2018, 第 1 作者
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[49] Wang, Zhe, Wu, Chenggang, Yuan, Xiang, Wang, Zhenjiang, Li, Jianjun, Yew, PenChung, Huang, Jeff, Feng, Xiaobing, Lan, Yanyan, Chen, Yunji, Lai, Yuanming, Guan, Yong. Using Local Clocks to Reproduce Concurrency Bugs. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING （CCF A）[J]. 2018, 第 10 作者44(11): 1112-1128, https://www.webofscience.com/wos/woscc/full-record/WOS:000449964600006.
[50] 王秉睿, 兰慧盈, 陈云霁. 深度学习编程框架. 大数据[J]. 2018, 第 3 作者4(4): 56-63, http://lib.cqvip.com/Qikan/Article/Detail?id=676192697.
[51] 白春礼, 赵忠贤, 杨乐, 何祚庥, 徐涛, 曹晓风, 明廷华, 吴明瑜, 郭曰方, 陈云霁, 罗三中. 新时代“科学春天”众人谈. 中国科技奖励[J]. 2018, 第 10 作者40-41, http://lib.cqvip.com/Qikan/Article/Detail?id=7000769250.
[52] Tao, JinHua, Du, ZiDong, Guo, Qi, Lan, HuiYing, Zhang, Lei, Zhou, ShengYuan, Xu, LingJie, Liu, Cong, Liu, HaiFeng, Tang, Shan, Rush, Allen, Chen, Willian, Liu, ShaoLi, Chen, YunJi, Chen, TianShi. Bench IP: Benchmarking Intelligence Processors. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2018, 第 14 作者33(1): 1-23, http://dx.doi.org/10.1007/s11390-018-1805-8.
[53] 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). 2017, 第 9 作者731-734, 
[54] 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, 第 10 作者36(2): 227-240, http://dx.doi.org/10.1109/TCAD.2016.2584062.
[55] 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, 第 9 作者32(2): 286-296, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=5940438&detailType=1.
[56] 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, 第 3 作者28(10): 2993-3006, https://www.webofscience.com/wos/woscc/full-record/WOS:000410653500021.
[57] 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, 第 4 作者5(3): 390-404, https://www.webofscience.com/wos/woscc/full-record/WOS:000416650800003.
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（2） 智能计算系统, AI Computing Systems, 机械工业出版社, 2020-02, 第 1 作者
（3） 智能计算系统实验教程, Experimental Course of AI Computing Systems, 机械工业出版社, 2021-08, 第 3 作者
（4） 智能计算系统, AI Computing Systems, Morgan Kaufmann, 2022-10, 第 1 作者

   

（ 1 ） 处理器体系结构, 负责人, 国家任务, 2020-01--2024-12
（ 2 ） 高能效智能处理器关键技术, 负责人, 中国科学院计划, 2020-01--2021-12
（ 3 ） 机器学习芯片统一分形体系结构, 负责人, 地方任务, 2019-11--2021-10
（ 4 ） XXX, 负责人, 国家任务, 2017-01--2020-09
（ 5 ） XXX, 负责人, 国家任务, 2017-01--2020-12
（ 6 ） 易编程的异构并行处理器结构, 负责人, 国家任务, 2015-01--2019-12

（1）Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems   2017-04-08

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  

庄毅敏  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  

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  

张靖宇  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  

宋新开  博士研究生  081201-计算机系统结构  

承书尧  博士研究生  081201-计算机系统结构  

黄迪  博士研究生  081201-计算机系统结构  

刘畅  博士研究生  081201-计算机系统结构  

于钟凯  硕士研究生  085404-计算机技术  

向沛文  硕士研究生  085404-计算机技术  

肖家睿  硕士研究生  081201-计算机系统结构  

谭懿峻  博士研究生  081200-计算机科学与技术  

现指导学生

石尚易  硕士研究生  081200-计算机科学与技术  

李泽润  博士研究生  081200-计算机科学与技术  

李裕泰  硕士研究生  081200-计算机科学与技术  

彭熙然  硕士研究生  081200-计算机科学与技术  

何同辉  硕士研究生  085400-电子信息  

王麒丞  硕士研究生  085400-电子信息  

彭薛葵  硕士研究生  085410-人工智能  

钟钰  博士研究生  081200-计算机科学与技术  

白秉灵  硕士研究生  085410-人工智能  

黄磊  博士研究生  081200-计算机科学与技术  

陈吉坤  博士研究生  081200-计算机科学与技术  

刘宇轩  硕士研究生  081200-计算机科学与技术  

陆韵岐  硕士研究生  081200-计算机科学与技术  

张茂轩  硕士研究生  081200-计算机科学与技术  

王浩伊  硕士研究生  085400-电子信息  

柯昌鑫  硕士研究生  085400-电子信息