簡 歷:
??? 博士,2005年本科畢業(yè)于北京大學(xué)信息科學(xué)技術(shù)學(xué)院,同年進(jìn)入中國科學(xué)院計(jì)算技術(shù)研究所讀研究生,2011年1月獲得計(jì)算機(jī)系統(tǒng)結(jié)構(gòu)工學(xué)博士學(xué)位。中科院計(jì)算所研究員,博士生導(dǎo)師。主要研究領(lǐng)域?yàn)橛?jì)算機(jī)體系結(jié)構(gòu),重點(diǎn)關(guān)注專用計(jì)算架構(gòu)、機(jī)器學(xué)習(xí)和金融計(jì)算。累計(jì)發(fā)表 SCI、EI 論文40余篇,合作發(fā)表專著一部。研究成果發(fā)表在計(jì)算機(jī)體系結(jié)構(gòu)的旗艦會議ISCA (計(jì)算機(jī)學(xué)會指定A類會議)、HPCA (計(jì)算機(jī)學(xué)會指定A類會議),IEEE TC (計(jì)算機(jī)學(xué)會指定A類期刊),電路設(shè)計(jì)旗艦會議DAC、DATE,以及低功耗電子設(shè)計(jì)領(lǐng)域主要會議ISLPED等。獲得中國科協(xié)第二屆優(yōu)秀論文,ASPDAC2015最佳論文獎提名。作為負(fù)責(zé)人先后承擔(dān)了多項(xiàng)自然科學(xué)基金項(xiàng)目,并作為骨干參與了多項(xiàng)國家重點(diǎn)基礎(chǔ)研究計(jì)劃(973)子課題。多項(xiàng)創(chuàng)新成果已經(jīng)應(yīng)用在973高通量計(jì)算機(jī)項(xiàng)目的可靠性設(shè)計(jì)和自修復(fù)處理器中。獲得中國計(jì)算機(jī)學(xué)會(CCF)優(yōu)秀博士論文獎(全國每年不超過10位),中國科學(xué)院優(yōu)秀博士論文獎(中科院前1.7%),以及2011年IEEE TTTC評選的年度最佳博士論文獎(亞洲唯一),中國質(zhì)量協(xié)會一等獎,北京市科技二等獎,中國計(jì)量學(xué)會技術(shù)發(fā)明二等獎;入選中科院青年創(chuàng)新促進(jìn)會,科技北京百名領(lǐng)軍人才團(tuán)隊(duì)五名核心成員之一。
主要論著:
[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.
科研項(xiàng)目:
1. 軟件定義專用計(jì)算體系結(jié)構(gòu)設(shè)計(jì)方法研究,自然科學(xué)基金面上項(xiàng)目
2.?大規(guī)模異構(gòu)計(jì)算系統(tǒng)高時(shí)效協(xié)同功耗管理方法研究,自然科學(xué)基金面上項(xiàng)目
3. 異構(gòu)眾核處理器的功耗分析及管理,自然科學(xué)基金青年項(xiàng)目?
獲獎及榮譽(yù):
[1] 2017 中國科協(xié)第二屆優(yōu)秀科技論文(全國99篇,信息領(lǐng)域僅10篇)
[2] 2017 北京市科學(xué)技術(shù)獎二等(第7完成人)
[3] 2016 中國計(jì)量測試學(xué)會科學(xué)技術(shù)進(jìn)步獎二等(第6完成人)
[4] 2015 亞太區(qū)電子設(shè)計(jì)自動化會議(ASPDAC)最佳論文提名
[5] 2015 入選中科院青促會
[6] 2012 中國計(jì)算機(jī)學(xué)會(CCF)優(yōu)秀博士論文獎
[7] 2012 中國科學(xué)院優(yōu)秀博士論文獎
[8] 2011 中國質(zhì)量協(xié)會質(zhì)量技術(shù)一等獎(第7完成人)
[9] 2011 IEEE TTTC's E.J. McCluskey Best Doctoral Thesis Award
[10] 計(jì)算所“學(xué)術(shù)百星”
[11] 兩次獲得計(jì)算所年度“優(yōu)秀研究人員”稱號
[12] 三次獲得計(jì)算所優(yōu)秀論文一等獎
[13] 所長特別獎
鄢貴海 研究員
研究方向:
所屬部門:處理器芯片重點(diǎn)實(shí)驗(yàn)室
導(dǎo)師類別:博導(dǎo)計(jì)算機(jī)系統(tǒng)結(jié)構(gòu)
聯(lián)系方式:yan@ict.ac.cn
個(gè)人網(wǎng)頁:www.carch.ac.cn/~yan