Jian Zhao is with the School of Electronic Science and Engineering at Nanjing University. 

Prof. Zhao received the B.Sc. degree from Nanjing University in 2001, the M.Sc. degree from the Hamburg University of Technology in 2004 (advisor Prof. Hermann Rohling), and the Ph.D. degree in electrical engineering from the Swiss Federal Institute of Technology (ETH) Zürich in 2010 (advisor Prof. Armin Wittneben). From 2010 to 2015, he was with the Institute for Infocomm Research, A*STAR, Singapore. He is currently an Associate Professor with the School of Electronic Science and Engineering, Nanjing University. His research interests include deep neural networks, mathematical optimization, and wireless communications. 

Prof. Zhao was honored with the Dengfeng Scholars Program of Nanjing University in 2015, the 2009 Chinese Government Award for Outstanding Self-Financed Students Abroad, and the IEEE Globecom 2008 Best Paper Award. He is a Senior Member of IEEE.

• Neural Networks and Machine Learning

• Mathematical Optimization Methods

• Wireless Networks and Communications

• Matrix Computation and Its Applications (Bachelor Course, Spring Semester)

• Mathematic Methods in Signal Processing (Master Course, Fall Semester)

Recent Works in Neural Networks and Machine Learning

Xiang Xu, Jian Zhao*, Jianmin Wu, Furao Shen* (2023) Switch and Refine: A Long-Term Tracking and Segmentation Framework. IEEE Transactions on Circuits and Systems for Video Technology. (Early Access) (IF: 5.859)

Yuanjie Yan, Junyi An, Jian Zhao*, Furao Shen* (2022) Hybrid Optimization with Unconstrained Variables on Partial Point Cloud Registration. Pattern Recognition, 136:1-10. (IF: 8.518)

Tianyue Zhang, Yingke Mao, Furao Shen*, Jian Zhao* (2022) Label Distribution Learning Through Exploring Nonnegative Components. Neurocomputing, 501:212-221. (IF: 5.779)

Junyi An, Fengshan Liu, Furao Shen*, Jian Zhao*, Ruotong Li, Kepan Gao (2022) IC Neuron: An Efficient Unit to Construct Neural Networks. Neural Networks, 145(1):177-188.  (IF: 9.657)

Feng Han, Xuejian Li, Jian Zhao*, Furao Shen* (2022) A Unified Perspective of Classification-Based Loss and Distance-Based Loss for Cross-View Gait Recognition. Pattern Recognition, 125:1-10.  (IF: 8.518)

Tianyue Zhang, Furao Shen*, Tao Zhu, Jian Zhao* (2022) An Evolutionary Orthogonal Component Analysis Method for Incremental Dimensionality Reduction. IEEE Transactions on Neural Networks and Learning Systems, 33(1):392 - 405. (IF: 14.255)

You-Lu Xing, Hui Sun, Gui-Huan Feng*, Furao Shen, Jian Zhao* (2021) Artificial Evolution Network: A Computational Perspective on the Expansibility of the Nervous System. IEEE Transactions on Neural Networks and Learning Systems, 32(5):2180 - 2194. (IF: 14.255)

Yuanjie Yan, Hongyan Hao, Baile Xu, Jian Zhao*, Furao Shen* (2020) Image Clustering via Deep Embedded Dimensionality Reduction and Probability-Based Triplet Loss. IEEE Transactions on Image Processing, 29(4):5652 - 5661. (IF: 11.041)

Yi Yang, Baile Xu, Furao Shen*, Jian Zhao* (2020) Operation-aware Neural Networks for User Response Prediction. Neural Networks, 121(1):161-168.  (IF: 9.657)

Baile Xu, Shaofeng Shen, Furao Shen*, Jian Zhao* (2019) Locally Linear SVMs Based on Boundary Anchor Points Encoding. Neural Networks, 117(9):274-284.  (IF: 9.657)

Recent Works in Wireless Networks and Communications

Peixin Chen, Xuan Zhou, Jian Zhao*, Furao Shen*, Sumei Sun (2022) Energy-Efficient Resource Allocation for Secure D2D Communications Underlaying UAV-Enabled Networks. IEEE Transactions on Vehicular Technology, 71(7):7519-7531. (IF: 6.239)

Jingon Joung, Heejung Yu*, Jian Zhao* (2021) Bandwidth Design for Energy Efficient Unmanned Aerial Vehicle Using Space-Time Line Code. IEEE Systems Journal, 15(2):3154 - 3157. (IF: 4.802)

Jian Zhao, Furao Shen*, Jingon Joung* (2020) Throughput Maximization with Rate-Dependent Power Consumption in Battery-Limited Multiuser Networks. IEEE Transactions on Vehicular Technology, 69(1):1141 - 1146. (IF：6.239)

Jian Zhao, Tony Q. S. Quek, Zhongding Lei (2015) Heterogeneous Cellular Networks Using Wireless Backhaul: Fast Admission Control and Large System Analysis. IEEE Journal on Selected Areas in Communications, 33(10):2128 - 2143. (IF：16.4)

Jian Zhao, Tony Q. S. Quek, Zhongding Lei (2015) User Admission and Clustering for Uplink Multiuser Wireless Systems. IEEE Transactions on Vehicular Technology, 64(2):636 - 651. (IF：6.239)

Jian Zhao, Tony Q. S. Quek, Zhongding Lei (2013) Coordinated Multipoint Transmission with Limited Backhaul Data Transfer. IEEE Transactions on Wireless Communications, 12(6):2762 - 2775. (IF: 10.4, ESI HIGHLY CITED PAPER Nov/Dec 2017) 

Peixin Chen, Jian Zhao, Furao Shen (2022) Deep Reinforcement Learning Assisted UAV Trajectory and Resource Optimization for NOMA Networks.  14th International Conference on Wireless Communications and Signal Processing (WCSP). Nanjing, China: Dec. 2022. 

Chengyu Cao, Jian Zhao (2020) Energy Efficient Resource Allocation for Time Switching Wireless Powered NOMA Networks. IEEE 6th International Conference on Computer and Communications (ICCC). Chengdu, China: Dec. 2020. (Best Paper Award)

Jian Zhao, Honggu Kang, Jingon Joung (2019) Beamforming for UAV Communications Under Battery Life Constraint. 34th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC). JeJu, Korea: June 2019.

Zhenjun Dong, Ronghua Ji, Jian Zhao (2019) Sparse Active User Detection and Channel Estimation Using ADMM in Uplink C-RAN. 11th International Conference on Wireless Communications and Signal Processing (WCSP). Xi'an, China: Oct. 2019. 

Danfeng Wang, Jian Zhao (2019) Computation Offloading and Resource Allocation in Mobile Edge Computing via Reinforcement Learning. 11th International Conference on Wireless Communications and Signal Processing (WCSP). Xi'an, China: Oct. 2019. 

Jian Zhao, Tony Q. S. Quek, Zhongding Lei (2016) Fast Algorithm for Utility Maximization in C-RAN with Joint QoS and Fronthaul Rate Constraints. IEEE International Conference on Communications (ICC). Kuala Lumpur, Malaysia: May 2016.

Jian Zhao, Tony Q. S. Quek, Zhongding Lei (2013) Uplink User Admission Under Sum and Per-User Power Constraints Using Convex Relaxation. IEEE Global Communications Conference (GLOBECOM). Atlanta, GA: Dec. 2013. 

Jian Zhao, Tony Q. S. Quek, Zhongding Lei (2013) Clustering Method for CoMP with Limited Backhaul Data Transfer Using Convex Relaxation. IEEE International Conference on Communications (ICC). Budapest, Hungary: June 2013.

Jian Zhao, Marc Kuhn, Armin Wittneben, and Gerhard Bauch (2010) Asymmetric Data Rate Transmission in Two-Way Relaying Systems With Network Coding. IEEE International Conference on Communications (ICC). Cape Town, South Africa: May 2010. 

Jian Zhao, Marc Kuhn, Armin Wittneben, and Gerhard Bauch (2008) Self-Interference Aided Channel Estimation in Two-Way Relaying Systems. IEEE Global Communications Conference (GLOBECOM). New Orleans, LA: Dec. 2008. (BEST PAPER AWARD)