北京交通大学计算机与信息技术学院研究生导师：王东

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基本信息

王东，博士、副教授、计算机学院物联网工程教研室主任

办公电话：13691092543电子邮件：wangdong@bjtu.edu.cn

通讯地址：北京交通大学信息科学研究所9教北611邮编：100044

教育背景

计算机学院博士生导师、副教授，现任物理网工程教研室主任。CCF体系结构专委委员、华北地区EDA/SOPC学会理事。2010年毕业于西安交通大学人工智能与机器人研究所，获模式识别与智能系统工学博士;2008-2009年于美国加州大学洛杉矶分校UCLA访问;2010-2013年于清华大学微电子学研究所从事博士后研究工作;2018-2019年与美国加州大学戴维斯分校访问学者;2013年加入北京交通大学计算机学院任教至今。

工作经历

■ 校企联合实验室概况：

目前负责多个校企联合实验室，包括：

--北京交通大学-英特尔公司(Intel) 人工智能与物联网技术联合实验室

--北京交通大学-美国德州仪器公司(TI) 物联网工程与信息技术联合实验室

--北京交通大学-美国赛灵思(Xilinx)公司 可重构片上多核系统设计联合实验室

欢迎有志于从事深度学习、物联网、计算机视觉、FPGA异构计算/硬件加速领域研究的同学报考!同时王老师常年招收实习生、保研、直博生、博士后!欢迎来信(wangdong@bjtu.edu.cn)咨询详情。

加入我们你将有机会：

1) 从事深度学习、计算机视觉、异构计算领域最前沿的科研工作;和工业界合作研究、接触最新技术;

2)接受老师悉心指导，学习论文撰写和发表技巧、在国际高水平会议/期刊上发表论文，为今后继续从事科研/教职工作奠定扎实基础;

3)使用实验室充沛的GPU服务器资源，博士生每人独享4块以上最新显卡(2080TI/TITAN)，以最快速度获得论文数据;

4) 使用业界最新FPGA平台，Intel Arria-10/Stratix-10, Xilinx UltraScale等，参加联合实验室技术培训、和同学组队参加大赛夺取优异成绩，找工作如虎添翼;

For students who are interested in applying for the CSC scholarship, please send me your CV and Master's Thesis to my email (wangdong@bjtu.edu.cn). You should have a solid background in CS/EE, particularly FPGA/GPU, circuits and systems, machine learning and a strong interest in integrative cross-disciplinary projects.

■ 招生专业和代码：

081002 信号与信息处理(硕/博)

081100 控制科学与工程(硕/博)

083500 软件工程(非全)

085208 电子与通信工程(专业学位)

085212 软件工程(专业学位)

研究方向

模式识别与智能系统

数字媒体信息处理

电子与通信工程(专业学位)

软件工程(专业学位)

招生专业

控制科学与工程硕士

信息与通信工程硕士

控制科学与工程博士

信息与通信工程博士

电子信息硕士

科研项目

开源项目：

• “基于FPGA的深度卷积神经网络硬件加速器”，github上开源FPGA硬件加速器项目最高星、已在腾讯、浪潮云上部署;项目地址：https://github.com/doonny/PipeCNN

科研项目：

• “面向大规模MIMO的可重构计算方法关键技术研究”，国家自然科学基金面上项目，2016-2019

• “低功耗神经网络处理器设计与研究”，校企联合项目，2019-2020;

• “基于FPGA的深度卷积神经网络硬件加速器设计”，校企联合项目，2018-2019

• “基于稀疏卷积的深度神经网络处理器设计与优化”，校企联合项目，2016-2018

• “面向下一代无线通信系统应用的粗粒度可重构计算关键技术研究”，北京市自然科学基金面上项目，2013-2014

• “基于可重构处理器的弹性云计算关键技术研究”，教育部重点项目，2012-2015

• “嵌入式可重构移动媒体处理核心技术”，国家863重点项目，2009-2015

• “新型复数算术运算单元设计与VLSI实现”， 国家自然科学基金青年基金项目，2012-2015

• “新型复数算术运算单元设计关键技术研究”，中国博士后科学基金面上项目, 2010-2012

教学工作

■ 授课情况：

[1] 大学计算机基础(本科生)

[2] 硬件系统综合实验(本科生和研究生)

[3] VHDL设计与应用(本科生)

[4] 物联网中间件技术(本科生)

[5] OpenCL与GPU并行编程(研究生)

[6] FPGA与异构计算(联合实验室课程)

■ 指导研究生：

[在研学生及研究方向]

• 2019级：

Zhang DeZheng(博士)

Feng QianTai

Wu ShuaiXiao

Xu Jia

• 2018级：

Guo JingNing

Wu Fan

Wang ZiXiao

• 2017级：

Bai ZhiHong

Fan HaoXin

• 2016级：

Xu Ke(博士)

• 2015级：

An JianJing(博士)

[毕业学生及去向]

• 2017级：

Fu ShiHang(同方微视)

• 2016级：

Wang XiaoYun(英特尔北京)

Jia Qun(xx银行)

• 2016级：

Jiang DianKun(英特尔上海)

Wu Jin(北京铁路局)

• 2015级：

Wu ZhiJia(长春光机所)

Zhang HuiPeng(北京茵沃汽车科技)

• 2014级：

Ma HuaiChong

Zhang Bo(中科视拓)

Zhang XingJi(乐视视频)

Li JinQuan(华为海思)

• 2013级：

Zhou ZhiChao(大唐研究院)

Ma YaFeng(大唐电信)

Xu FengYang(美团上海)

Wang Yin(搜狗)

论文/期刊

刘雷波,王东,Min,Yansheng,Shouyi,Peng,Jun,Shaojun.Erratum: An Energy-Efficient Coarse-Grained Reconfigurable Processing Unit for Multiple-Standard Video Decoding (IEEE Transactions on Multimedia (2015) 17:10 (1706-1720)).IEEE Transactions on Multimedia,2015,12(17)

寇金锋,王东,Jie,扬.Performance Analysis of a RTS/CTS-Based Channel Accessing Mechanism for MU-MIMO WLANs.WIRELESS PERSONAL COMMUNICATIONS,2016,2(95)

刘雷波,王东,Yingjie,Min,Shouyi,Shaojun.An Implementation of Multiple-Standard Video Decoder on a Mixed-Grained Reconfigurable Computing Platform.IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,2016,5(E99D)

范浩鑫,安建京,王东.Training Low Bitwidth Model with Weight Normalization for Convolutional Neural Networks.PRCV: Chinese Conference on Pattern Recognition and Computer Vision (PRCV),2019

白志鸿,范浩鑫,Lingzhi,li,王东.An OpenCL-Based FPGA Accelerator with the Winograd's Minimal Filtering Algorithm for Convolution Neuron Networks.2019 IEEE 5th International Conference on Computer and Communications (ICCC),2019

许柯,王晓芸,王东.A Scalable OpenCL-Based FPGA Accelerator For YOLOv2.IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM),2019

李榆林,Shouyi,Leibo,Shaojun,王东.Battery-aware MAC analytical modeling for extending lifetime of low duty-cycled wireless sensor network.2013 IEEE 8th International Conference on Networking, Architecture and Storage, NAS 2013,2013

汪霖,Wanxu,王东,Bo.Unsupervised image segmentation based on multidimensional particle swarm optimization.6th International Conference on Wireless, Mobile and Multi-Media, ICWMMN 2015,2015

周志超,王东.Pilot Scheduling based on Water-filling Algorithm in Massive MIMO.None,2016

周志超,王东,王振超.Asynchronous Pilots Scheduling in Massive MIMO Systems.None,2017

安建京,王东.Efficient one-sided Jacobi SVD computation on AMD GPU using OpenCL.13th IEEE International Conference on Signal Processing, ICSP 2016,2017

马亚峰,王东.Accelerating SVD computation on FPGAs for DSP systems.13th IEEE International Conference on Signal Processing, ICSP 2016,2017

许柯,王晓芸,付世航,王东.A Scalable FPGA Accelerator for Convolutional Neural Networks.12th Conference on Advanced Computer Architecture, ACA 2018,2018

王东,许柯,贾群,Ghiasi.ABM-SpConv: A Novel Approach to FPGA-Based Acceleration of Convolutional Neural Network Inference.PROCEEDINGS OF THE 2019 56TH ACM/EDAC/IEEE DESIGN AUTOMATION CONFERENCE (DAC),2019

马亚峰,王东.Accelerating SVD Computation on FPGAs for DSP Systems.PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016),2016

安建京,王东.Efficient One-Sided Jacobi SVD Computation on AMD GPU using OpenCL.PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016),2016

张星基,王东.An efficient motion adaptive deinterlacing algorithm using improved edge-based line average interpolation.PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016),2016

张波,王东,Yaxin.An Improved FRUC Algorithm based on Unilateral and Bidirectional Motion Estimation.PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016),2016

王晓芸,许柯,王东.Accelerating block-matching and 3D filtering-based image denoising algorithm on FPGAs.PROCEEDINGS OF 2018 14TH IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP),2018

张波,王东,Yaxin.Frame Rate Up-Conversion Based on Improved Dual Motion Estimation.PROCEEDINGS OF 2018 14TH IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP),2018

陈茜,余贶琭,王东,刘美琴,胡绍海.基于成果导向的物联网传感技术教学实验平台建设研究.工业和信息化教育,2019,3(0)

张星基,王东.An efficient motion adaptive deinterlacing algorithm using improved edge-based line average interpolation.13th IEEE International Conference on Signal Processing, ICSP 2016,2017

周志超,王东.大规模MIMO系统中用户分层变长时隙分配.国防科技大学学报,2017,4(39)

安永丽,王东.基于干扰对齐的高铁无线宽带接入方案.计算机应用研究,2014,5(31)

周志超,王东.Massive MIMO多小区系统中导频污染减轻方法.系统工程与电子技术,2016,2(38)

李金泉,王东.基于ZYNQ异构多核处理器的人体动作识别系统.单片机与嵌入式系统应用,2016,8(16)

方敬,王东.小波-Contourlet与迭代Cycle Spinning相结合的SAR图像去噪.应用科学学报,2014,6(32)

王晓懿,刘铭,王东.Pilot Contamination Attack Detection Using Random Symbols for Massive MIMO Systems.2017 IEEE 85th Vehicular Technology Conference (VTC Spring),2017

周志超,王东.Asynchronous Pilots Scheduling in Massive MIMO Systems.2017 IEEE International Conference on Communications (ICC),2017

王东,许柯,姜典坤.PipeCNN: An OpenCL-Based Open-Source FPGA Accelerator for Convolution Neural Networks.2017 International Conference on Field-Programmable Technology (FPT),2017

周志超,王东.Constraints of nonresponding flows based on cross layers in the networks.International Journal of Modern Physics C,2016,7(27)

周志超,王东.Cells grouping scheme against pilot contamination in large scale antennas system.Journal of System Engineering and Electronics,2016,3(27)

周志超,王东.Approach of pilot contanmination reduction in Massive MIMO multiple cells system.Systems Engineering and Electronics,2016,2(38)

徐凤阳,王东,寇金锋.大规模MIMO系统中基于子空间跟踪的半盲信道估计.应用科学学报,2015,5(33)

刘雷波,王东,朱敏,王延升,尹首一,杨军,魏少军.An Energy-Efficient Coarse-Grained Reconfigurable Processing Unit for Multiple-Standard Video Decoding.IEEE Transactions on Multimedia,2015,10(17)

寇金锋,王东.An Economic User-Centric WiFi offloading Algorithm for Heterogeneous Network.Mathematical Problems in Engineering,2015,341292(2015)

周志超,王东.Design of Controlled Model for Wireless Network Based on Cross Layers.Journal of Computational Information Systems,2015,14(11)

寇金锋,苗金华,王雨,王东.移动融合网络中基于信道质量的分流算法.系统工程与电子技术,2015,5(37)

周志超,王东.Stability analysis of wireless network with improved fluid model.Jounal of Systems Engineering and Electronics,2015,6(26)

王东,肖扬.Reduced-Error Constant Correction Truncated Multiplier.IEICE Electronics Express,2014,13(11)

周志超,王东,肖扬.Design of Wireless TCP Fluid Model Based on Cross Layers.IEICE Communications Express,2014,11(3)

安永丽,王东,肖扬.Design and Study of Cognitive Network Physical Layer Simulation Platform.Abstract and Applied Analysis,2014,408032(2014)

刘雷波,王东.Implementation of multi-standard video decoder on a heterogeneous coarse-grained reconfigurable processor.Science China, Information Sciences,2014,8(57)

肖扬,寇金锋,王东.The diffserv cognitive network node with Controlled-UDP.2014 IEEE International Symposium on Circuits and Systems (ISCAS 2014),2014

肖扬,兰朋朋,王东.A novel secure MIMO cognitive network.2014 IEEE International Symposium on Circuits and Systems (ISCAS 2014),2014

徐凤阳,王东,肖扬.ADAPTIVE SEMI-BLIND CHANNEL ESTIMATION FOR MASSIVE MIMO SYSTEMS.The 12th IEEE International Conference on Signal Processing ,2014

付启沐,王东,肖扬.Multi-Mode CORDIC Processor on a Dynamically Reconfigurable .The 12th IEEE International Conference on Signal Processing,2014

方敬,王东,肖扬.DE-NOISING OF SAR IMAGES BASED ON WAVELET-CONTOURLET DOMAIN AND PCA.The 12th IEEE International Conference on Signal Processing,2014

周志超,王东,肖扬.CONTROL AND RESTRAIN OF GREEDY FLOWS IN THE WIRELESS NETWORK BASED ON MAC CORRESPONDING FRAMES.The 12th IEEE International Conference on Signal Processing,2014

王东.(M,p,k)-Friendly Points: A Table-Based Method to Evaluate Trigonometric Function.IEEE Transactions on Circuits and Systems II,2014,9(61)

刘雷波,王东.SimRPU: A Simulation Environment for Reconfigurable Architecture Exploration.IEEE Transactions on Very Large Scale Integration (VLSI) Systems,2014,12(22)

王东,肖扬.A parallel arithmetic for accelerating compute-intensive applications.IEICE Electronics Express,2014,4(11)

王东.A Radix-16 Combined Complex Division/Square Root Unit with Operand Prescaling.IEEE TRANSACTIONS ON COMPUTERS,2013,9(61)

兰朋朋,肖扬,王东.Unsymmetrical Spatial Coding Algorithms for Overlay Cognitive Radio Network.The IET 5th International Conference on Wireless Mobile and Multimedia Networks (ICWMMN2013) ,2013

乔艳茹,王东,肖扬.Spatial Coding for MIMO Cognitive Radio Networks.The IET 5th International Conference on Wireless Mobile and Multimedia Networks (ICWMMN2013) ,2013

周志超,肖扬,王东.MAC Frame Control on Wireless LAN to Guarantee QoS of High Priority Traffics.The IET 5th International Conference on Wireless Mobile and Multimedia Networks (ICWMMN2013) ,2013

安永丽,肖扬,王东.Distributed Interference Alignment in High-speed Railway Wireless Access System.The IET 5th International Conference on Wireless Mobile and Multimedia Networks (ICWMMN2013) ,2013

肖扬,王东.Spread Spectrum LDPC for Cognitive Systems Working in TV Frequency Band.IETInternational Conference on Wireless, Mobile and Multimedia Networks,2013

肖扬,王东.Secure MIMO Cognitive Networks Based on Spatial LDPC Codes.Proceeding of IETInternational Conference on Wireless, Mobile and Multimedia Networks,2013

肖扬,寇金锋,王东.Secure MIMO Cognitive Networks Based on Spatial LDPC Codes.The IET 5th International Conference on Wireless Mobile and Multimedia Networks (ICWMMN2013) ,2013

刘雷波,王东.An energy-efficient coarse-grained dynamically reconfigurable fabric for multiple-standard video decoding applications .2013 IEEE Custom Integrated Circuits Conference (CICC),2013

王东,肖扬.Complex Function Approximation Using Two-Dimensional Interpolation.IEEE TRANSACTIONS ON COMPUTERS,2013,99(99)

刘雷波,王东.Implementation of multi-standard video decoding algorithms on a coarse-grained reconfigurable multimedia processor.2013 IEEE International Symposium on Circuits and Systems,2013

刘雷波,王东.ReSSIM: a mixed-level simulator for dynamic coarse-grained reconfigurable processor.SCIENCE CHINA Information Sciences,2013,6(56)

王东.A high-throughput fixed-point complex divider for FPGAs.IEICE Electronics Express,2013,4(10)

获奖与荣誉

学术获奖：

• 2015 微软亚洲研究院铸星计划青年访问科学家 Microsoft Research Asia StarTrack Program

• 2007 国家科技发明二等奖

指导学生竞赛、创业计划获奖：

• 2019 Intel InovateFPGA 创新大赛，全球总决赛二等奖

• 2016 IBM CAPI异构计算应用大赛 二等奖

• 2016 全国高校物联网应用创新大赛 一等奖《校园智能药箱》

• 2014 全国高校物联网应用创新大赛 二等奖 《物联网智能花盆》

• 2015 全国开源硬件与嵌入式计算大赛 一等奖 《基于Zynq的高清视频试试运动检测与识别》

社会兼职

CCF体系结构专委委员、华北地区EDA/SOPC学会理事;

IEEE Member, 计算机学会会员;

IEEE Trans. Computer, IEEE Trans. Circuit & Systems II, Microprocessor 等国际期刊审稿人。