Junni Zou
Professor, PhD Advisor

Department of Computer Science & Engineering
Shanghai Jiao Tong University

Office: Room 437, SEIEE Building No.3
Dongchuan Road 800, Minhang District
Shanghai Jiao Tong University
Shanghai, China, 200240

E-mail: zou-jn@cs.sjtu.edu.cn; zoujunni@sjtu.edu.cn
Homepage: http://www.cs.sjtu.edu.cn/~zou-jn
                         http://min.sjtu.edu.cn/
 

Recruiting


We are looking for well motivated Master and PhD students to work on Artificial Intelligence, Computer Visio, and Video Streaming. If you are interested in these areas, feel free to send me your CV.

 

Biography


    邹君妮,教授,博士生导师,国家优秀青年科学基金获得者。2008年在美国卡内基梅隆大学(CMU)进行多媒体传输方面的研究工作。2011年-2012年,在美国加州大学圣地亚哥分校(UCSD)担任全职访问教授。2011年入选上海市青年科技启明星,2018年获得中国电子学会技术发明奖二等奖,2017年、2011年两次获得上海市技术发明奖一等奖,2008年获得上海市科技进步奖一等奖。

    主要研究领域:多媒体通信,VR/AR视频传输,机器学习,网络资源优化等。作为课题负责人:主持国家自然科学基金4项、科技部863计划、国际科技合作项目、省部委课题等多项科研项目。共发表SCI、EI收录论文90余篇,其中: IEEE Transactions汇刊论文20篇,还发表了20余篇国际权威会议论文,包括IEEE ICIP、GLOBECOM、INFOCOM等。合作出版专著2部,登记计算机软件著作权2项,作为第一发明人获得国家发明专利授权15项,实现专利成果转让1项。

    Junni Zou is currently a full Professor with the Department of Computer Science and Engineering, Shanghai Jiao Tong University, China. She was a visiting professor with the Department of Electrical and Computer Engineering, University of California, San Diego (UCSD), USA, from 2011 to 2012.

    Her research interests include multimedia communication, machine learning, network resource optimization, and network information theory. She has published over 90 IEEE journal/conference papers, and 2 book chapters, including 20 IEEE Transactions journal papers. She holds 14 patents and has 10+ under reviewing patents.

    Dr. Zou was granted National Science Fund for Outstanding Young Scholar in 2016. She was a recipient of Shanghai Yong Rising Star Scientist award in 2011. She obtained the Second Prize of Technological Innovation Award of the Chinese Institute of Electronics in 2018, the First Prize of the Shanghai Technological Innovation Award in 2017 and 2011, and the First Prize of the Shanghai Science and Technology Advancement Award in 2008. Also, she has served on some technical program committees for the IEEE and other international conferences.

 

AWARDS AND HONORS


2018     Technological Innovation Award-Second Prize, the Chinese Institute of Electronics
2017     Technological Innovation Award-First Prize, Shanghai
2016     National Science Fund for Outstanding Young Scholar
2016     Top 10% paper award, IEEE VCIP
2011     Technological Innovation Award-First Prize, Shanghai
2011     Shanghai Young Rising-Star Scientist
2008     Science and Technology Advancement Award-First Prize, Shanghai

 

RESEARCH INTERESTS


1. Video Networking and Communications

-- 360-degree video streaming

-- VR/AR video streaming

-- Adaptive video streaming

2. Source-aware resource allocation

-- Congestion control, scheduling and routing

-- Collaboration and cross-layer design

3. Deep Learning and Reinforcement Learning

4. Mobile Computing and Caching

--Mobile edge computing

--Wireless distributed caching

 

RESEARCH GRANTS


-  Resource Optimization on Video Streaming

Principal Investigator                                        National Nature Science Foundation

¥1500,000 grants                                                         Jan. 2017-Dec. 2019

-   Dynamic Optimization for Scalable Coding and Transmission of Multiple Visual Sources with Cooperative Game Theory

Principal Investigator                                        National Nature Science Foundation

¥820,000 grants                                                          Jan. 2014-Dec. 2018

-   Distributed Sampling and Optimized Transmission of Wireless Video Sensor Networks

Principal Investigator                                        National Nature Science Foundation

¥750,000 grants                                                          Jan. 2013-Dec. 2016

-   Compressive Sensing Based Wireless Video Cooperative Capture and Transmission

Principal Investigator                                                    Shanghai Science Foundation

¥250,000 grants                                                          Jan. 2011-Dec. 2013

-   Multimedia Cooperative Communication in Wireless Sensor Networks

Principal Investigator                                                   Shanghai Rising-Star Program

¥150,000 grants                                                          Apr. 2011-Mar. 2013

-   Optimal Scheduling and Source Adaptive Transmission for Scalable Video Streaming

Principal Investigator                                                   National Science Foundation

¥180,000 grants                                                           Jan. 2009-Dec. 2011

-   Network-Based Distributed Coding and Transmission with Reusable Metadata of Video Signal

Co-Principal Investigator                                              Ministry of Science and Technology

¥750,000 grants, shared credit: (40%)                      Dec. 2006-Oct. 2009

-   On Lifetime Optimization for Wireless Multimedia Sensor Networks

Principal Investigator                                                      Shanghai Science Foundation

¥80,000 grants                                                                 Sept. 2009-Aug. 2011

-   Network Coding-Based Decentralized Content Distribution

Principal Investigator                                                     Shanghai Science Foundation

¥100,000 grants                                                              Sept. 2006-Aug. 2008

-   On Key Technologies for Wireless Multimedia Sensor Networks                    

Co-Principal Investigator                                               Key Project ofShanghaiScience Foundation

¥1400,000 grants, shared credit: (30%)                     Nov. 2009-Sept. 2007

 

SELECTED PUBLICATIONS (Full Publication List)


-   Chenglin Li, Toni Laura, Junni Zou, Hongkai Xiong, Frossard Pascal, Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 28, no. 7, pp. 1648-1664, July 2018.

-   Wenrui Dai, Yong Li, Junni Zou, Hongkai Xiong, Y. F. Zheng, Fully Decomposable Compressive Sampling with Joint Optimization for Multidimensional Sparse Representation, IEEE Transactions on Signal Processing (TSP), vol. 66, no. 3, pp. 603-616, February 2018.

-   Botao Wang, Junni Zou, Yong Li, Kuanyu Ju, Hongkai Xiong, Y. F. Zheng, Sparse-to-Dense Depth Estimation in Videos via High-Dimensional Tensor Voting, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 29, no.1, pp. 68-79, January 2019.

-   Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard, QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming, IEEE Transactions on Multimedia (TMM), vol. 20, no. 4, pp. 965-984, April 2018.

-   Chenglin Li, Hongkai Xiong, Junni Zou, D. Wu, Joint Dynamic Rate Control and Transmission Scheduling for Scalable Video Multirate Multicast over Wireless Networks, IEEE Transactions on Multimedia (TMM), vol. 20, no. 2, pp. 361-378, February 2018.

-   Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, and Y. F. Zheng, Structured Sparse Representation with Union of Data-driven Linear and Multi-Linear Subspaces Model for Compressive Video Sampling, IEEE Transactions on Signal Processing (TSP), vol. 65, no. 19, pp. 5062-5077, Oct. 2017.

-   Botao Wang, Hongkai Xiong, Weiyao Lin, Junni Zou, and Y. F. Zheng, Multitask Learning of Compact Semantic Codebooks for Context-aware Scene Modeling, IEEE Transactions on Image Processing (TIP), vol. 25, no. 11, pp. 5411-5426, Nov. 2016.

-   Wenrui Dai, Yangmei Shen, Xin Tang, Junni Zou, Hongkai Xiong, and C. W. Chen, Sparse Representation with Spatio-Temporal Online Dictionary Learning for Efficient Video Coding, IEEE Transactions on Image Processing (TIP), vol. 25, no. 10, pp. 4580-4595, Oct. 2016.

-   Junni Zou, Qiong Wu, Hongkai Xiong, and C. W. Chen, Dynamic Spectrum Access and Power Allocation for Cooperative Cognitive Radio Networks, IEEE Transactions on Signal Processing (TSP), vol. 63, no. 21, pp. 5637-5649, Nov. 2015.

-   Junni Zou, Qiong Wu, Hongkai Xiong, and C. W. Chen, Joint Spectrum and Power Auction with Multiauctioneer and Multibidder in Coded Cooperative Cognitive Radio Networks, IEEE Transactions on Wireless Communications (TWC), vol. 13, no. 10, pp. 5768-5780, Oct. 2014.

-   Junni Zou, Hongkai Xiong, Dawei Wang, and C. W. Chen, Optimal Power Allocation for Hybrid Overlay/Underlay Spectrum Sharing in Multiband Cognitive Radio Networks, IEEE Transactions on Vehicular Technology (TVT), vol. 62, no. 4, pp. 1827-1837, May 2013.

-   Junni Zou, Hongkai Xiong, Chenglin Li, and T. Chen, Prioritized Flow Optimization with Multi-Path and Network Coding Based Routing for Scalable Multirate Multicasting, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 21, no. 3, pp. 259-273, Mar. 2011.

 


Last Updated: Dec. 5, 2017