吴华森，博士，美国加州大学戴维斯分校(UC Davis)计算机系博士后。2007年在北京航空航天大学电子信息工程学院本科毕业获工学学士学位，同年免试保送该院直接攻读博士学位，2014年1月获工学博士学位。2012年10月 - 2014年1月在微软亚洲研究院(MSRA)无线与网络组实习，2010年12月-2012年1月在UC Davis、2014年5月-8月在University of Illinois, Urbana-Champaign交流访问，目前在UC Davis计算机系跟Xin Liu教授做博士后研究。

本人主要研究方向是无线网络中接入与资源调度、机器学习，最近主要研究基于机器学习，利用网络数据对无线网络资源分配、在线广告推送、推荐系统、群包(Crowdsourcing)系统优化设计。主要成果发表于期刊IEEE/ACM Transactions on Networking (3篇，一篇Fast-Adaptive S-ALOHA关于M2M通信接入，另两篇Application-level Scheduling、Coordinated Scheduling针对无线蜂窝网络中允许时延的数据业务进行调度，提高资源利用率、降低网络负载) 和IEEE Infocom、IEEE WiOpt, IEEE GlobeCom、IEEE WCNC、IEEE VTC等会议上。

愿意与各位学者交流学习，欢迎大家批评指正！

Homepage at researchgate/googlesite:

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

https://sites.google.com/site/huasenwu/

 2007.09 – 2014.01 工学博士 北京航空航天大学 电子信息工程学院&高等工程学院博士生班 博士论文：无线网络中保证 QoE 的流级机会调度技术研究 主要研究无线蜂窝网络中，允许时延数据业务的资源调度。在保证用户体验质量(QoE)的前提下，利用无线信道、网络负载的时变特性，协调无线网络数据传输，提高网络资源利用率、降低网络拥塞。 主要成果发表在期刊IEEE/ACM Transactions on Networking, 会议IEEE WCNC 2013, IEEE Infocom 2014, ITA Workshop 2014。  2003.09 –2007.07 本科/工学学士 北京航空航天大学 电子信息工程学院&高等工程学院 毕业论文：超窄带通信可行性研究 主要成果在《通信学报》上发表，讨论了所谓超窄带通信调制的最优性能限。

 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 北京地区高等学校优秀毕业生   

 2010.12 – 2012.01 国家公派联合培养博士生奖学金  2009.12 北航优秀研究生  2007.09 第四届全国研究生数学建模大赛三等奖  2007.07 北京地区高等学校优秀毕业生  2007.07 高等工程学院-斯伦贝谢奖学金  2006.07 第一届“微软小学者”奖学金  2005.09 全国大学生数学建模竞赛一等奖  2004.12 北京市大学生物理竞赛一等奖  2004、2005、2006 北航学习优秀奖、学科竞赛奖

 会议程序委员会委员 Program Committees
TPC Member, ACM MobiArch 2014
TPC Member, IEEE CSNT 2015
TPC Member, ICACCI 2015
TPC Member, GSCIT 2015  审稿人 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 会议
Conferences: IEEE PIMRC 2015 IEEE WiOpt 2015 ICACCI 2015 IEEE WCNC 2013, 2015 IEEE VTC 2013-Fall  会员 Membership
IEEE Member (2014 - )
ACM SigComm Member (2014 - 2015)
IEEE Student Member (2012 - 2013)

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

Homepage at googlesite

机器学习 数据推动的网络优化 无线网络接入与调度 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