北京交通大學

基本信息

王東，博士、副教授、計算機學院物聯網工程教研室主任

辦公電話：13691092543電子郵件：wangdong@bjtu.edu.cn

通訊地址：北京交通大學信息科學研究所9教北611郵編：100044

教育背景

計算機學院博士生導師、副教授，現任物理網工程教研室主任。CCF體系結構專委委員、華北地區EDA/SOPC學會理事。2010年畢業于西安交通大學人工智能與機器人研究所，獲模式識別與智能系統工學博士;2008-2009年于美國加州大學洛杉磯分校UCLA訪問;2010-2013年于清華大學微電子學研究所從事博士后研究工作;2018-2019年與美國加州大學戴維斯分校訪問學者;2013年加入北京交通大學計算機學院任教至今。

工作經歷

■ 校企聯合實驗室概況：

目前負責多個校企聯合實驗室，包括：

--北京交通大學-英特爾公司(Intel) 人工智能與物聯網技術聯合實驗室

--北京交通大學-美國德州儀器公司(TI) 物聯網工程與信息技術聯合實驗室

--北京交通大學-美國賽靈思(Xilinx)公司 可重構片上多核系統設計聯合實驗室

歡迎有志于從事深度學習、物聯網、計算機視覺、FPGA異構計算/硬件加速領域研究的同學報考!同時王老師常年招收實習生、保研、直博生、博士后!歡迎來信(wangdong@bjtu.edu.cn)咨詢詳情。

加入我們你將有機會：

1) 從事深度學習、計算機視覺、異構計算領域最前沿的科研工作;和工業界合作研究、接觸最新技術;

2)接受老師悉心指導，學習論文撰寫和發表技巧、在國際高水平會議/期刊上發表論文，為今后繼續從事科研/教職工作奠定扎實基礎;

3)使用實驗室充沛的GPU服務器資源，博士生每人獨享4塊以上最新顯卡(2080TI/TITAN)，以最快速度獲得論文數據;

4) 使用業界最新FPGA平臺，Intel Arria-10/Stratix-10, Xilinx UltraScale等，參加聯合實驗室技術培訓、和同學組隊參加大賽奪取優異成績，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.

■ 招生專業和代碼：

081002 信號與信息處理(碩/博)

081100 控制科學與工程(碩/博)

083500 軟件工程(非全)

085208 電子與通信工程(專業學位)

085212 軟件工程(專業學位)

研究方向

模式識別與智能系統

數字媒體信息處理

電子與通信工程(專業學位)

軟件工程(專業學位)

招生專業

控制科學與工程碩士

信息與通信工程碩士

控制科學與工程博士

信息與通信工程博士

電子信息碩士

科研項目

開源項目：

• “基于FPGA的深度卷積神經網絡硬件加速器”，github上開源FPGA硬件加速器項目最高星、已在騰訊、浪潮云上部署;項目地址：https://github.com/doonny/PipeCNN

科研項目：

• “面向大規模MIMO的可重構計算方法關鍵技術研究”，國家自然科學基金面上項目，2016-2019

• “低功耗神經網絡處理器設計與研究”，校企聯合項目，2019-2020;

• “基于FPGA的深度卷積神經網絡硬件加速器設計”，校企聯合項目，2018-2019

• “基于稀疏卷積的深度神經網絡處理器設計與優化”，校企聯合項目，2016-2018

• “面向下一代無線通信系統應用的粗粒度可重構計算關鍵技術研究”，北京市自然科學基金面上項目，2013-2014

• “基于可重構處理器的彈性云計算關鍵技術研究”，教育部重點項目，2012-2015

• “嵌入式可重構移動媒體處理核心技術”，國家863重點項目，2009-2015

• “新型復數算術運算單元設計與VLSI實現”， 國家自然科學基金青年基金項目，2012-2015

• “新型復數算術運算單元設計關鍵技術研究”，中國博士后科學基金面上項目, 2010-2012

教學工作

■ 授課情況：

[1] 大學計算機基礎(本科生)

[2] 硬件系統綜合實驗(本科生和研究生)

[3] VHDL設計與應用(本科生)

[4] 物聯網中間件技術(本科生)

[5] OpenCL與GPU并行編程(研究生)

[6] FPGA與異構計算(聯合實驗室課程)

■ 指導研究生：

[在研學生及研究方向]

• 2019級：

Zhang DeZheng(博士)

Feng QianTai

Wu ShuaiXiao

Xu Jia

• 2018級：

Guo JingNing

Wu Fan

Wang ZiXiao

• 2017級：

Bai ZhiHong

Fan HaoXin

• 2016級：

Xu Ke(博士)

• 2015級：

An JianJing(博士)

[畢業學生及去向]

• 2017級：

Fu ShiHang(同方微視)

• 2016級：

Wang XiaoYun(英特爾北京)

Jia Qun(xx銀行)

• 2016級：

Jiang DianKun(英特爾上海)

Wu Jin(北京鐵路局)

• 2015級：

Wu ZhiJia(長春光機所)

Zhang HuiPeng(北京茵沃汽車科技)

• 2014級：

Ma HuaiChong

Zhang Bo(中科視拓)

Zhang XingJi(樂視視頻)

Li JinQuan(華為海思)

• 2013級：

Zhou ZhiChao(大唐研究院)

Ma YaFeng(大唐電信)

Xu FengYang(美團上海)

Wang Yin(搜狗)

論文/期刊

劉雷波,王東,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)

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

劉雷波,王東,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,王東.Training Low Bitwidth Model with Weight Normalization for Convolutional Neural Networks.PRCV: Chinese Conference on Pattern Recognition and Computer Vision (PRCV),2019

白志鴻,范浩鑫,Lingzhi,li,王東.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

許柯,王曉蕓,王東.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,王東.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,王東,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,王東.Pilot Scheduling based on Water-filling Algorithm in Massive MIMO.None,2016

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

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

馬亞峰,王東.Accelerating SVD computation on FPGAs for DSP systems.13th IEEE International Conference on Signal Processing, ICSP 2016,2017

許柯,王曉蕓,付世航,王東.A Scalable FPGA Accelerator for Convolutional Neural Networks.12th Conference on Advanced Computer Architecture, ACA 2018,2018

王東,許柯,賈群,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

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

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

張星基,王東.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

張波,王東,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

王曉蕓,許柯,王東.Accelerating block-matching and 3D filtering-based image denoising algorithm on FPGAs.PROCEEDINGS OF 2018 14TH IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP),2018

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

陳茜,余貺琭,王東,劉美琴,胡紹海.基于成果導向的物聯網傳感技術教學實驗平臺建設研究.工業和信息化教育,2019,3(0)

張星基,王東.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,王東.大規模MIMO系統中用戶分層變長時隙分配.國防科技大學學報,2017,4(39)

安永麗,王東.基于干擾對齊的高鐵無線寬帶接入方案.計算機應用研究,2014,5(31)

周志超,王東.Massive MIMO多小區系統中導頻污染減輕方法.系統工程與電子技術,2016,2(38)

李金泉,王東.基于ZYNQ異構多核處理器的人體動作識別系統.單片機與嵌入式系統應用,2016,8(16)

方敬,王東.小波-Contourlet與迭代Cycle Spinning相結合的SAR圖像去噪.應用科學學報,2014,6(32)

王曉懿,劉銘,王東.Pilot Contamination Attack Detection Using Random Symbols for Massive MIMO Systems.2017 IEEE 85th Vehicular Technology Conference (VTC Spring),2017

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

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

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

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

徐鳳陽,王東,寇金鋒.大規模MIMO系統中基于子空間跟蹤的半盲信道估計.應用科學學報,2015,5(33)

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

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

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

寇金鋒,苗金華,王雨,王東.移動融合網絡中基于信道質量的分流算法.系統工程與電子技術,2015,5(37)

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

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

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

安永麗,王東,肖揚.Design and Study of Cognitive Network Physical Layer Simulation Platform.Abstract and Applied Analysis,2014,408032(2014)

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

肖揚,寇金鋒,王東.The diffserv cognitive network node with Controlled-UDP.2014 IEEE International Symposium on Circuits and Systems (ISCAS 2014),2014

肖揚,蘭朋朋,王東.A novel secure MIMO cognitive network.2014 IEEE International Symposium on Circuits and Systems (ISCAS 2014),2014

徐鳳陽,王東,肖揚.ADAPTIVE SEMI-BLIND CHANNEL ESTIMATION FOR MASSIVE MIMO SYSTEMS.The 12th IEEE International Conference on Signal Processing ,2014

付啟沐,王東,肖揚.Multi-Mode CORDIC Processor on a Dynamically Reconfigurable .The 12th IEEE International Conference on Signal Processing,2014

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

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

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

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

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

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

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

喬艷茹,王東,肖揚.Spatial Coding for MIMO Cognitive Radio Networks.The IET 5th International Conference on Wireless Mobile and Multimedia Networks (ICWMMN2013) ,2013

周志超,肖揚,王東.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

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

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

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

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

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

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

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

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

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

獲獎與榮譽

學術獲獎：

• 2015 微軟亞洲研究院鑄星計劃青年訪問科學家 Microsoft Research Asia StarTrack Program

• 2007 國家科技發明二等獎

指導學生競賽、創業計劃獲獎：

• 2019 Intel InovateFPGA 創新大賽，全球總決賽二等獎

• 2016 IBM CAPI異構計算應用大賽 二等獎

• 2016 全國高校物聯網應用創新大賽 一等獎《校園智能藥箱》

• 2014 全國高校物聯網應用創新大賽 二等獎 《物聯網智能花盆》

• 2015 全國開源硬件與嵌入式計算大賽 一等獎 《基于Zynq的高清視頻試試運動檢測與識別》

社會兼職

CCF體系結構專委委員、華北地區EDA/SOPC學會理事;

IEEE Member, 計算機學會會員;

IEEE Trans. Computer, IEEE Trans. Circuit & Systems II, Microprocessor 等國際期刊審稿人。