Deyu Zhang (06/03/1987) is an associate professor with School of Computer Science and Engineering in Central South University (CSU). He received his Ph. D in Central South university. He recevied the B.Sc. degree from PLA Information Engineering University in 2005; and M. Sc degree from Central South University in 2012, China, all in Communication Engineering.
His research interests include system optimization in edge computing, and resource allocation in green sensor/IoT networks.
I am leading the mobile system and data group, aiming at developing intelligent visual applications on mobile devices. I am looking for highly-motivated master and Ph.D students with solid background in mathmatical modeling or software developing. If you are interested, pleasse contact me through email. I also work with undergraduate student. Please email me your CV for opportunities.
Our paper "MobiPose: Real-Time Multi-Person Pose Estimation on Mobile Devices" is accepted by SenSys 2020.
A special issue on IEEE Access titled "Emerging Trends of Energy and Spectrum Harvesting Technologies" is calling for submissions [CFP].
Modeling and Performance Optmization in Edge/Transparent Computing
Jinrui Zhang, Deyu Zhang*, Xiaohui Xu, Fucheng Jia, Yunxin Liu, Xuanzhe Liu, Ju Ren, and Yaoxue Zhang. 2020. MobiPose: Real-Time Multi-Person Pose Estimation on Mobile Devices. In The 18th ACM Conference on Embedded Networked Sensor Systems (SenSys ’20), November 16–19, 2020, Virtual
Event, Japan. ACM, New York, NY, USA, 14 pages. https://doi.org/10.1145/3384419.3430726
Sijing Duan, Deyu Zhang*, Yanbo Zhou, Lingxiang Li, Yaoxue Zhang " JointRec: A Deep-Learning-Based Joint Cloud Video Recommendation Framework for Mobile IoT
",IEEE Internet of Things Journal, vol. 7, no. 2, pp: 1655-1666 [pdf]
Deyu Zhang, Long Tan, Ju Ren, Mohamad Khattar Awad,, Shan Zhang, Yaoxue Zhang " Near-optimal and Truthful Online Auction for Computation Offloading in Green Edge-Computing Systems
",IEEE Transactions on Mobile Computing, to appear. DOI: 10.1109/TMC.2019.2901474 [pdf]
Chugui Xu ; Ju Ren ; Deyu Zhang ; Yaoxue Zhang ; Zhan Qin ; Kui Ren " GANobfuscator: Mitigating Information Leakage under GAN via Differential Privacy
, to appear. DOI: 10.1109/TIFS.2019.2897874 [pdf]
Chugui Xu, Ju Ren, Deyu Zhang, Yaoxue Zhang, "
Distilling at the Edge: A Local Differential Privacy Obfuscation Framework for IoT Data Analytics ",IEEE Communications Magazine, vol. 56, no. 8, pp 20-25. [pdf]
Deyu Zhang, Ruyin Shen, Ju Ren, Yaoxue Zhang, " Delay-optimal Proactive Service Framework for Block-Stream as a Service ",IEEE Wireless Communications Letters, vol. 7, no. 4, pp 598-601. DOI: 10.1109/LWC.2018.2799935 [pdf]
Hui Guo, Ju Ren, Deyu Zhang, Yaoxue Zhang, and Junying Hu " A Scalable and Manageable IoT Architecture based on Transparent Computing ", Journal of Parallel & Distributed Computing , to appear. DOI: 10.1016/j.jpdc.2017.07.003 [pdf]
Ju Ren, Yundi Guo, Deyu Zhang, Qingqing Liu, and Yaoxue Zhang " Distributed and Efficient Object Detection in Edge Computing: Challenges and Solutions ", IEEE Network , to appear. DOI: 10.1109/MNET.2018.1700415
Resource Allocation in Green Sensor/IoT Networks
Ju Ren ; Sheng Yue ; Deyu Zhang* ; Yaoxue Zhang ; Jiannong Cao, “Joint Channel Assignment and Stochastic Energy Management for RF-Powered OFDMA WSNs
",IEEE Transactions on Vehicular Technology, vol.68, no.2, pp 1578-1592. 10.1109/TVT.2018.2888635. [pdf]
Deyu Zhang, Ying Qiao, Liang She, Ruyin Shen, Ju Ren, and Yaoxue Zhang, “Two Time-Scale Resource Management for Green Internet of Things Networks",IEEE Internet of Things Journal, to appear. DOI: 10.1109/JIOT.2018.2842766. [pdf]
Deyu Zhang, Zhigang Chen, Lin X. Cai, Haibo Zhou, Ju Ren, and Xuemin (Sherman) Shen, “Resource Allocation for Green Cloud Radio Access Networks With Hybrid Energy Supplies",IEEE Transactions on Vehicular Technologies, vol. 67, no. 2, pp. 1684-1697. DOI: 10.1109/TVT.2017.2754273. [pdf]
Ju Ren, Junying Hu, Deyu Zhang*, Hui Guo, Yaoxue Zhang, Xuemin (Sherman) Shen, " RF Energy Harvesting and Transfer in Cognitive Radio Sensor Networks: Opportunities and Challenges ",IEEE Communications Magazine, vol.56, no. 2, pp. 104-110. [pdf]
Ju Ren, Junying Hu, Ruilong Deng, Deyu Zhang*, Yaoxue Zhang, Xuemin Sherman Shen, " Joint Load Scheduling and Voltage Regulation in Distribution System with Renewable Generators ",IEEE Transactions on Industrial Informatics, to appear. DOI: 10.1109/TII.2017.2782725 [pdf]
Zhigang Chen, Xuehan Chen, Deyu Zhang, and Feng Zeng, " Collaborative mobile charging policy for perpetual operation in large-scale wireless rechargeable sensor networks", Neurocomputing, vol. 270, pp. 137-144, Dec. 2017. DOI: 10.1016/j.neucom.2017.02.094 [pdf]
Deyu Zhang, Zhigang Chen, Haibo Zhou, and Xuemin (Sherman) Shen, “Resource Management for Energy and Spectrum Harvesting Sensor Networks&rdquo, Springerbrief.
Haibo Zhou, Nan Cheng, Ning Lu, Lin Gui, Deyu Zhang, Yu Quan, Fan Bai, and Xuemin(Sherman) Shen, "WhiteFi Infostation: Engineering Vehicular Media Streaming with Geolocation Database", IEEE Journal on Selected Area in Communications, to appear.
Deyu Zhang, Zhigang Chen, Lin X. Cai, Haibo Zhou, Ju Ren, and Xuemin (Sherman) Shen, “Resource Allocation for Green Cloud Radio Access Networks Powered by Renewable Energy”, in Proc. of IEEE Globecom 2016.