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吳華森，博士，美國加州大學(xué)戴維斯分校(UC Davis)計(jì)算機(jī)系博士后。2007年在北京航空航天大學(xué)電子信息工程學(xué)院本科畢業(yè)獲工學(xué)學(xué)士學(xué)位，同年免試保送該院直接攻讀博士學(xué)位，2014年1月獲工學(xué)博士學(xué)位。2012年10月 - 2014年1月在微軟亞洲研究院(MSRA)無線與網(wǎng)絡(luò)組實(shí)習(xí)，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(jì)算機(jī)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(luò)中接入與資源調(diào)度、機(jī)器學(xué)習(xí)，最近主要研究基于機(jī)器學(xué)習(xí)，利用網(wǎng)絡(luò)數(shù)據(jù)對無線網(wǎng)絡(luò)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(shè)計(jì)。主要成果發(fā)表于期刊IEEE/ACM Transactions on Networking (3篇，一篇Fast-Adaptive S-ALOHA關(guān)于M2M通信接入，另兩篇Application-level Scheduling、Coordinated Scheduling針對無線蜂窩網(wǎng)絡(luò)中允許時延的數(shù)據(jù)業(yè)務(wù)進(jìn)行調(diào)度，提高資源利用率、降低網(wǎng)絡(luò)負(fù)載) 和IEEE Infocom、IEEE WiOpt, IEEE GlobeCom、IEEE WCNC、IEEE VTC等會議上。

愿意與各位學(xué)者交流學(xué)習(xí)，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(xué)博士 北京航空航天大學(xué) 電子信息工程學(xué)院&高等工程學(xué)院博士生班 博士論文：無線網(wǎng)絡(luò)中保證 QoE 的流級機(jī)會調(diào)度技術(shù)研究 主要研究無線蜂窩網(wǎng)絡(luò)中，允許時延數(shù)據(jù)業(yè)務(wù)的資源調(diào)度。在保證用戶體驗(yàn)質(zhì)量(QoE)的前提下，利用無線信道、網(wǎng)絡(luò)負(fù)載的時變特性，協(xié)調(diào)無線網(wǎng)絡(luò)數(shù)據(jù)傳輸，提高網(wǎng)絡(luò)資源利用率、降低網(wǎng)絡(luò)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(xué)學(xué)士 北京航空航天大學(xué) 電子信息工程學(xué)院&高等工程學(xué)院 畢業(yè)論文：超窄帶通信可行性研究 主要成果在《通信學(xué)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(xué)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(xué)金 ? 2009.12 北航優(yōu)秀研究生 ? 2007.09 第四屆全國研究生數(shù)學(xué)建模大賽三等獎 ? 2007.07 北京地區(qū)高等學(xué)校優(yōu)秀畢業(yè)生 ? 2007.07 高等工程學(xué)院-斯倫貝謝獎學(xué)金 ? 2006.07 第一屆“微軟小學(xué)者”獎學(xué)金 ? 2005.09 全國大學(xué)生數(shù)學(xué)建模競賽一等獎 ? 2004.12 北京市大學(xué)生物理競賽一等獎 ? 2004、2005、2006 北航學(xué)習(xí)優(yōu)秀獎、學(xué)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)

https://www.researchgate.net/profile/Huasen_Wu

Homepage at googlesite

機(jī)器學(xué)習(xí) 數(shù)據(jù)推動的網(wǎng)絡(luò)優(yōu)化 無線網(wǎng)絡(luò)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?-?01/2014

Ph.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?-?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

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

Homepage at googlesite