简 历:
博士,2005年本科毕业于北京大学信息科学技术学院,同年进入中国科学院计算技术研究所读研究生,2011年1月获得计算机系统结构工学博士学位。中科院计算所研究员,博士生导师。主要研究领域为计算机体系结构,重点关注专用计算架构、机器学习和金融计算。累计发表 SCI、EI 论文40余篇,合作发表专著一部。研究成果发表在计算机体系结构的旗舰会议ISCA (计算机学会指定A类会议)、HPCA (计算机学会指定A类会议),IEEE TC (计算机学会指定A类期刊),电路设计旗舰会议DAC、DATE,以及低功耗电子设计领域主要会议ISLPED等。获得中国科协第二届优秀论文,ASPDAC2015最佳论文奖提名。作为负责人先后承担了多项自然科学基金项目,并作为骨干参与了多项国家重点基础研究计划(973)子课题。多项创新成果已经应用在973高通量计算机项目的可靠性设计和自修复处理器中。获得中国计算机学会(CCF)优秀博士论文奖(全国每年不超过10位),中国科学院优秀博士论文奖(中科院前1.7%),以及2011年IEEE TTTC评选的年度最佳博士论文奖(亚洲唯一),中国质量协会一等奖,北京市科技二等奖,中国计量学会技术发明二等奖;入选中科院青年创新促进会,科技北京百名领军人才团队五名核心成员之一。
主要论著:
[TC] Promoting the Harmony between Sparsity and Regularity: A Relaxed Synchronous Architecture for Convolutional Neural Networks, by Wenyan Lu, Guihai Yan, Jiajun Li, Xiaowei Li, Accepted by IEEE Transactions on Computers.
[TCAD] ShuttleNoC: Power-adaptable Communication Infrastructure for Many-core Processors, by Hang Lu; Yisong Chang; Guihai Yan; Ning Lin; Xin Wei; Xiaowei Li
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ( Early Access ), 12 July 2018.
[HPCA] FlexFlow: A Flexible Dataflow Accelerator Architecture for Convolutional Neural Networks, by Wenyan Lu, Guihai Yan, Jiajun Li, Shijun Gong, Yinhe Han, Xiaowei Li, In proceedings of 2017 IEEE International Symposium on High Performance Computer Architecture (HPCA), Austin, USA, 4-8 Feb. 2017
[TC] CoreRank: Redeeming "Sick Silicon" by Dynamically Quantifying Core-level Healthy Condition, by Guihai Yan, Faqiang Sun, Huawei Li, Xiaowei Li, IEEE Transactions on Computers, Volume: 65, Issue: 3, pp.716 - 729, March 1 2016
[TPDS] EcoUp: Towards Economical Datacenter Upgrading, by Jun Ma, Guihai Yan, Yinhe Han, Xiaowei Li
IEEE Transactions on Parallel and Distributed Systems, Volume: 27, Issue: 7, pp. 1968-1981, July 1 2016
[TC] An Analytical Framework for Estimating Scale-out and Scale-up Power Efficiency of Heterogeneous Manycores, by Jun Ma, Guihai Yan, Yinhe Han, Xiaowei Li
IEEE Transactions on Computers, Volume: 65, Issue: 2, pp. 367-381, Feb. 1 2016
[DAC] RISO: Relaxed Network-on-Chip Isolation for Cloud Processors, by Hang Lu, Guihai Yan, Yinhe Han, Binzhang Fu, Xiaowei Li, In the Proceedings of Design Automation Conference (DAC2013), Austin, Texas, USA, June 2-6, 2013.
[HPCA] AgileRegulator: A Hybrid Voltage Regulator Scheme Redeeming Dark Silicon for Power Efficiency in a Multicore Architecture, by Guihai Yan, Yingmin Li, Yinhe Han, Xiaowei Li, Minyi Guo, Xiaoyao Liang, In the Proceedings of High-Performance Computer Architecture Symposium 2012 (HPCA2012), New Orleans, Louisiana, pp.287-298, Feb. 25-29, 2012.
[TC] ReviveNet: A Self-adaptive Architecture for Improving Lifetime Reliability via Localized Timing Adaptation, by Guihai Yan, Yinhe Han, Xiaowei Li, IEEE Transactions on Computers (TC), Vol.60, No.9, pp.1219-1232, Sep. 2011.
[ISCA] Leveraging the Core-Level Complementary Effects of PVT Variations to Reduce Timing Emergencies in Multi-Core Processors, by Guihai Yan, Xiaoyao Liang, Yinhe Han, Xiaowei Li, In the Proceedings of the 37th Annual International Symposium on Computer Architecture (ISCA'10), Saint-Malo, France. pp.485-496, Jun. 2010.
科研项目:
1. 软件定义专用计算体系结构设计方法研究,自然科学基金面上项目
2. 大规模异构计算系统高时效协同功耗管理方法研究,自然科学基金面上项目
3. 异构众核处理器的功耗分析及管理,自然科学基金青年项目
获奖及荣誉:
[1] 2017 中国科协第二届优秀科技论文(全国99篇,信息领域仅10篇)
[2] 2017 北京市科学技术奖二等(第7完成人)
[3] 2016 中国计量测试学会科学技术进步奖二等(第6完成人)
[4] 2015 亚太区电子设计自动化会议(ASPDAC)最佳论文提名
[5] 2015 入选中科院青促会
[6] 2012 中国计算机学会(CCF)优秀博士论文奖
[7] 2012 中国科学院优秀博士论文奖
[8] 2011 中国质量协会质量技术一等奖(第7完成人)
[9] 2011 IEEE TTTC's E.J. McCluskey Best Doctoral Thesis Award
[10] 计算所“学术百星”
[11] 两次获得计算所年度“优秀研究人员”称号
[12] 三次获得计算所优秀论文一等奖
[13] 所长特别奖
鄢贵海 研究员
研究方向:
所属部门:处理器芯片重点实验室
导师类别:博导计算机系统结构
联系方式:yan@ict.ac.cn
个人网页:www.carch.ac.cn/~yan