人物經曆學習經曆
2011年09月-2015年06月,路航畢業于中科院計算所,計算機體系結構國家重點實驗室,獲得博士學位
2008年09月-2011年03月,路航畢業于北京航空航天大學,電子信息工程,獲得碩士學位
2004年09月-2008年06月,路航畢業于北京航空航天大學,電子信息工程,獲得學士學位
工作經曆
2015年07月-2019年09月,路航在中科院計算所,任助理研究員
2019年09月-至今,路航在中科院計算所,任副研究員
主要成就科研成就
科研項目
國家自然科學基金,青年科學基金項目,61602442,衆核處理器片上網絡的功耗優化方法研究,20萬元
江南計算技術研究所開放課題,衆核處理器片上網絡的功耗優化方法研究,10萬元
計算機體系結構國家重點實驗室自由探索項目,CARCH2603,衆核處理器片上網絡的功耗優化方法研究,5萬元
發表論文
1、Hang Lu (路航), Mingzhe Zhang, Yinhe Han, Qi Wang, Huawei Li and Xiaowei Li, “Architecting Effectual Computation for Machine Learning Accelerators”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD, CCF A類), accepted
2、Ning Lin, Hang Lu (路航,共1作,通訊), Xin Wei and Xiaowei Li, “HeadStart, Enforce Optimal Inceptions in Pruning Deep Convolutional Neural Networks for Efficient Inference on GPGPUs”, IEEE/ACM 56th International Design Automation Conference (DAC, CCF A類), 2019
3、Hang Lu (路航), Yisong Chang, Ning Lin, Xin Wei, Guihai Yan and Xiaowei Li, “ShuttleNoC, Power-Adaptable Communication Infrastructure for Many-core Processors”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD, CCF A類), 2019
4、Hang Lu (路航), Xin Wei, Ning Lin, Guihai Yan, Xiaowei Li, “Tetris, Re-architecting Convolutional Neural Network Computation for Machine Learning Accelerators”, the 37th International Conference on Computer-Aided Design (ICCAD, CCF B類), 2018
5、Hang Lu (路航), Guihai Yan, Yinhe Han and Xiaowei Li, “PowerTrader, Enforcing Autonomous Power Management for Large-scale Many-core Processors”, IEEE Transactions on Multi-scale Computing Systems (TMSCS), 2017
6、Hang Lu (路航), Binzhang Fu, Ying Wang, Yinhe Han, Guihai Yan and Xiaowei Li, “RISO, Enforce Non-interfered Performance with Relaxed Network-on-Chip Isolation in Manycore Cloud Processors”, in IEEE Transactions on Very Large Scale Integration Systems (TVLSI, CCF B類), 2015
7、Hang Lu (路航), Guihai Yan, Yinhe Han, Ying Wang and Xiaowei Li, “ShuttleNoC, Boosting On-chip Communication Efficiency Through Localized Power Adaptation”, the 20th Asia and South Pacific Design Automation Conference (ASPDAC, CCF C類,“最佳論文獎”提名), 2015
8、Hang Lu (路航), Guihai Yan, Yinhe Han, Binzhang Fu and Xiaowei Li, “RISO, Relaxed Networks-on-Chip Isolation for Cloud Processors”, the 50th International Design Automation Conference (DAC, CCF A類), 2013
通訊作者(共計3篇)
9、Ning Lin, Hang Lu (路航), Xin Wei and Xiaowei Li, “When Deep Learning Meets the Edge, Auto-Masking Deep Neural Networks for Efficient Machine Learning on Edge Devices”, International Conference on Computer Design (ICCD, CCF B類), 2019 Accepted
10、Ning Lin, Hang Lu (路航) and Xiaowei Li, “VNet, A Versatile Deep Neural Network Model for Efficient Semantic Segmentation”, International Conference on Computer Design (ICCD, CCF B類), 2019 Accepted
11、Ning Lin, Hang Lu (路航), Xin Wei and Xiaowei Li, “Redeeming Chip-level Power Efficiency by Collaborative Management of the Computation and Communication”, the 24th Asia and South Pacific Design Automation Conference (ASPDAC, CCF C類), 2018
專利
1、路航,付斌章,韓銀和,李曉維,“Allocating threads on a nonrectangular area on a NoC based on predicted traffic of a smallest rectangular area”,國際發明專利,授權國家,美國US9965335B2
2、路航,付斌章,韓銀和,李曉維,“Task allocation method, task allocation apparatus, and network-on-chip”,國際發明專利,授權國家,日本JP6094005B2,韓國KR101729596B1,中國CN104156267B
3、李曉維,魏鑫,路航,“一種權重捏合的卷積神經網絡計算方法與系統”,中國,2018112143235
4、李曉維,魏鑫,路航,“一種卷積神經網絡加速器的拆分累加器”,中國,2018112146394
5、李曉維,魏鑫,路航,“權重捏合神經網絡加速器架構設計”,中國,2018112143108
榮譽表彰
中科院計算所優秀員工、計算機體系結構國家重點實驗室優秀員工
亞洲太平洋地區設計自動化會議“最佳論文獎”提名(片上網絡容錯技術,第一作者)
中國科學院“朱李月華優秀博士生獎”(全國政協委員、香港女性首富朱李月華女士親切設宴接見的7名優秀博士生代表之一)
中國科學院計算技術研究所“所長特别獎”