吳華森，博士，美國加州大學戴維斯分校(UC Davis)計算機系博士后。2007年在北京航空航天大學電子信息工程學院本科畢業(yè)獲工學學士學位，同年免試保送該院直接攻讀博士學位，2014年1月獲工學博士學位。2012年10月 - 2014年1月在微軟亞洲研究院(MSRA)無線與網(wǎng)絡組實習，2010年12月-2012年1月在UC Davis、2014年5月-8月在University of Illinois, Urbana-Champaign交流訪問，目前在UC Davis計算機系跟Xin Liu教授做博士后研究。
本人主要研究方向是無線網(wǎng)絡中接入與資源調(diào)度、機器學習，最近主要研究基于機器學習，利用網(wǎng)絡數(shù)據(jù)對無線網(wǎng)絡資源分配、在線廣告推送、推薦系統(tǒng)、群包(Crowdsourcing)系統(tǒng)優(yōu)化設計。主要成果發(fā)表于期刊IEEE/ACM Transactions on Networking (3篇，一篇Fast-Adaptive S-ALOHA關于M2M通信接入，另兩篇Application-level Scheduling、Coordinated Scheduling針對無線蜂窩網(wǎng)絡中允許時延的數(shù)據(jù)業(yè)務進行調(diào)度，提高資源利用率、降低網(wǎng)絡負載) 和IEEE Infocom、IEEE WiOpt, IEEE GlobeCom、IEEE WCNC、IEEE VTC等會議上。
愿意與各位學者交流學習，歡迎大家批評指正！
Homepage at researchgate/googlesite:
https://www.researchgate.net/profile/Huasen_Wu
https://sites.google.com/site/huasenwu/
? 2007.09 – 2014.01 工學博士 北京航空航天大學 電子信息工程學院&高等工程學院博士生班 博士論文：無線網(wǎng)絡中保證 QoE 的流級機會調(diào)度技術研究 主要研究無線蜂窩網(wǎng)絡中，允許時延數(shù)據(jù)業(yè)務的資源調(diào)度。在保證用戶體驗質(zhì)量(QoE)的前提下，利用無線信道、網(wǎng)絡負載的時變特性，協(xié)調(diào)無線網(wǎng)絡數(shù)據(jù)傳輸，提高網(wǎng)絡資源利用率、降低網(wǎng)絡擁塞。 主要成果發(fā)表在期刊IEEE/ACM Transactions on Networking, 會議IEEE WCNC 2013, IEEE Infocom 2014, ITA Workshop 2014。 ? 2003.09 –2007.07 本科/工學學士 北京航空航天大學 電子信息工程學院&高等工程學院 畢業(yè)論文：超窄帶通信可行性研究 主要成果在《通信學報》上發(fā)表，討論了所謂超窄帶通信調(diào)制的最優(yōu)性能限。
? University of California, Davis 05/2014 - present Postdoctoral Researcher at Department of Computer Science Davis, CA Mentor: Prof. Xin Liu Responsibility: full-time research position, study on data-driven optimization, scheduling and resource allocation in networks ? University of Illinois at Urbana-Champaign 05/2014 - 08/2014 Visiting Researcher at Coordinated Science Laboratory Urbana-Champaign, IL Host: Prof. R. Srikant Lower bound analysis of data-driven optimization, contextual multi-arm bandits with time and budget constraints ? Microsoft Research Asia 10/2012 - 01/2014 Research Intern at Wireless and Networking Group Beijing, China Project 1: Task scheduling in SQL DataSync Project 2: Flow-level scheduling in wireless networks ? Beihang University 02/2008 - 06/2008 Teaching Assistant at School of Advanced Engineering Beijing, China Course: Mathematical Modeling
? 2015.12 NIPS'15 Travel Award
?2014.01 北京地區(qū)高等學校優(yōu)秀畢業(yè)生
? 2010.12 – 2012.01 國家公派聯(lián)合培養(yǎng)博士生獎學金 ? 2009.12 北航優(yōu)秀研究生 ? 2007.09 第四屆全國研究生數(shù)學建模大賽三等獎 ? 2007.07 北京地區(qū)高等學校優(yōu)秀畢業(yè)生 ? 2007.07 高等工程學院-斯倫貝謝獎學金 ? 2006.07 第一屆“微軟小學者”獎學金 ? 2005.09 全國大學生數(shù)學建模競賽一等獎 ? 2004.12 北京市大學生物理競賽一等獎 ? 2004、2005、2006 北航學習優(yōu)秀獎、學科競賽獎
? 會議程序委員會委員 Program Committees TPC Member, ACM MobiArch 2014 TPC Member, IEEE CSNT 2015 TPC Member, ICACCI 2015 TPC Member, GSCIT 2015 ? 審稿人 Activities as a Referee 期刊 Journals: IEEE/ACM Transactions on Networking IEEE Journal on Selected Areas in Communications IEEE Transactions on Automatic Control IEEE Transactions on Mobile Computing IEEE Transactions on Communications IEEE Transactions on Wireless Communications IEEE Sensors Journal IEEE Transactions on Control of Network Systems IEEE Transactions on Cognitive Communications and Networking IEEE Communications Letters IEEE Wireless Communication Letters IFAC Automatica Elsevier Computer Networks Wiley Transactions on Emerging Telecommunications Technologies KSII Transactions on Internet and Information Systems Journal of Communication 會議 Conferences: IEEE PIMRC 2015 IEEE WiOpt 2015 ICACCI 2015 IEEE WCNC 2013, 2015 IEEE VTC 2013-Fall ? 會員 Membership IEEE Member (2014 - ) ACM SigComm Member (2014 - 2015) IEEE Student Member (2012 - 2013)
機器學習 數(shù)據(jù)推動的網(wǎng)絡優(yōu)化 無線網(wǎng)絡接入與調(diào)度 M2M通信
Introduction
Huasen Wu received his B.S. and Ph.D. degrees from the School of Electronic and Information Engineering, Beihang University, Beijing, in 2007 and 2014, respectively. He is currently a Postdoctoral Researcher working with Prof. Xin Liu at the Department of Computer Science, University of California, Davis. From December 2010 to January 2012, he was a visiting student at UC Davis, and from October 2012 to January 2014, he worked as a research intern at Wireless and Networking Group, Microsoft Research Asia.
Research Interests:
Wireless scheduling, Machine-to-Machine communications, Stochastic learning and optimization for wireless networks, crowdsourcing, and recommendation systems.
Education
Beihang?University?09/2007?-?01/2014Ph.D.?in?Electronic?Science?and?Technology?Beijing,?China
School?of?Electronic?and?Information?Engineering
Advisors:?Prof.?Youguang?Zhang?&?Prof.?Xin?Liu
Thesis:?Flow-Level?Opportunistic?Scheduling?with?QoE?Guarantees?in?Wireless?Networks
Beihang?University?09/2003?-?07/2007
Bachelor?in?Communication?Engineering?Beijing,?China
School?of?Advanced?Engineering?&?School?of?Electronic?and?Information?Engineering
GPA:?3.79/4.00
Work Experience
University?of?California,?Davis?05/2014?-?presentPostdoctoral?Researcher?at?Department?of?Computer?Science?Davis,?CA
Mentor:?Prof.?Xin?Liu
Responsibility:?full-time?research?position,?study?on?data-driven?optimization,?scheduling?and?resource
allocation?in?networks
University?of?Illinois?at?Urbana-Champaign?05/2014?-?08/2014
Visiting?Researcher?at?Coordinated?Science?Laboratory?Urbana-Champaign,?IL
Host:?Prof.?R.?Srikant
Lower?bound?analysis?of?data-driven?optimization,?contextual?multi-arm?bandits?with?time?and?budget?constraints
Microsoft?Research?Asia?10/2012?-?01/2014
Research?Intern?at?Wireless?and?Networking?Group?Beijing,?China
Project?1:?Task?scheduling?in?SQL?DataSync
Project?2:?Flow-level?scheduling?in?wireless?networks
Beihang?University?02/2008?-?06/2008
Teaching?Assistant?at?School?of?Advanced?Engineering?Beijing,?China
Course:?Mathematical?Modeling
Honor
? Outstanding Graduate Award of Beijing City, Jan. 2014. ? Scholarship for outstanding graduates to study abroad, provided by China Scholarship Council (CSC), Dec. 2010 ~ Jun. 2012. ? Third Prize in the Fourth National Mathematical Contest in Modeling for the Graduate Students of China, Third Prize, Sep. 2007. ? Outstanding Graduate Award of Beijing City, Jul. 2007. ? Microsoft Young Fellowship, provided by Microsoft Research Asia, Jun. 2006. ? First Prize in China Undergraduate Mathematical Contest in Modeling (CUMCM), Sept. 2005. ? First Prize in Beijing Undergraduate Physical Contest, Dec. 2005. ? Outstanding Undergraduate Student Award in Beihang University, 2004, 2005.Academic Activities
Program Committees TPC Member, ACM MobiArch 2014 TPC Member, IEEE CSNT 2015 TPC Member, ICACCI 2015 TPC Member, GSCIT 2015 Activities as a Referee Journals: IEEE/ACM Transactions on Networking IEEE Journal on Selected Areas in Communications IEEE Transactions on Automatic Control IEEE Transactions on Mobile Computing IEEE Transactions on Communications IEEE Transactions on Wireless Communications IEEE Sensors Journal IEEE Transactions on Control of Network Systems IEEE Transactions on Cognitive Communications and Networking IEEE Communications Letters IEEE Wireless Communication Letters IFAC Automatica Elsevier Computer Networks Wiley Transactions on Emerging Telecommunications Technologies KSII Transactions on Internet and Information Systems Journal of Communication Conferences: IEEE PIMRC 2015 IEEE WiOpt 2015 ICACCI 2015 IEEE WCNC 2013, 2015 IEEE VTC 2013-Fall Membership IEEE Member (2014 - ) ACM SigComm Member (2014 - 2015) IEEE Student Member (2012 - 2013)Favorite Links
https://www.researchgate.net/profile/Huasen_Wu
Scholat.com/huasenwu
3015 Kemper Hall, Department of Computer Science, University of California, Davis, CA 95616
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