TITLE
Director of Center for Big Data Applications and Technologies, SRIBD
Senior Research Scientist, SRIBD
Associate Professor and the Assistant Dean (Education) of the School of Science and Engineering (SSE), The Chinese University of Hong Kong, Shenzhen
EDUCATION BACKGROUND
PhD (Communications Engineering, National Tsing Hua University, Taiwan)
BS (Electrical Engineering, National Tsing Hua University, Taiwan)
changtsunghui@cuhk.edu.cn
RESEARCH FIELD
Signal Processing; Wireless Communication; Optimization Methods; Smart Grid; Data Analysis
AWARDS
2021 IEEE Signal Processing Society Best Paper Award
2018 IEEE Signal Processing Society Best Paper Award
2015 IEEE Communication Society Asian-Pacific Outstanding Young Researcher Award
2021 Outstanding Faculty Research Awards of the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen
2014 Young Scholar Research Award of National Taiwan University of Science and Technology
BIOGRAPHY
Tsung-Hui Chang received the B.S. degree in electrical engineering and the Ph.D. degree in communications engineering from the National Tsing Hua University (NTHU), Hsinchu, Taiwan, in 2003 and 2008, respectively. From 2012 to 2015, he was an Assistant Professor with the Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan. In August 2015, Dr. Chang joined the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China, as an Assistant Professor, and since August 2018, as an Associate Professor. Prior to being a faculty member, Dr. Chang held research positions with NTHU, from 2008 to 2011, and the University of California, Davis, CA, USA, from 2011 to 2012. During his PhD study, Dr. Chang was a visiting student and research assistant in the University of Minnesota, Minneapolis, MN, USA. His research interests include signal processing and optimization problems in data communications, machine learning and big data analysis.
Dr. Chang received the Young Scholar Research Award of NTUST in 2014, IEEE ComSoc Asian-Pacific Outstanding Young Researcher Award in 2015, and the IEEE Signal Processing Society (SPS) Best Paper Award in 2018 and 2021. He is a Senior Member of IEEE, an Elected Member of IEEE SPS Signal Processing for Communications and Networking Technical Committee (SPCOM TC) (2020/01-), the Funding Chair of IEEE SPS Integrated Sensing and Communication Technical Working Group (ISAC TWG), and the elected Regional Director-at-Large of IEEE SPS for the Asian-Pacific Region (2022/01-). He has served the editorial board for major SP journals, including an Associate Editor of IEEE TRANSACTIONS ON SIGNAL PROCESSING (2014/08-2018/12), IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS (2015/01-2018/12), IEEE OPEN JOURNAL OF SIGNAL PROCESSING (2020/01-present), and a Senior Area Editor of IEEE TRANSACTIONS ON SIGNAL PROCESSING (2021/02-present).
ACADEMIC Papers
T.-H. Chang, A. Nedich, and A. Scaglione, " Distributed constrained optimization by consensus-based primal-dual perturbation method," IEEE Trans. Automatic Control, Vol. 59, NO. 6, pp. 1524-1538, Jun. 2014.
K. -Y. Wang, A. M.-C. So, T. -H. Chang, W. -K. Ma and C. -Y. Chi, " Outage constrained robust transmit optimization for multiuser MISO downlinks: Tractable approximations by conic optimization," IEEE Trans. Signal Process. , vol. 62, no. 21, pp. 5690-5705, Nov. 2014.
T.-H. Chang, M. Hong and X. Wang, " Multi-agent distributed optimization via inexact consensus ADMM," IEEE Trans. Signal Process., Vol. 63, NO. 2, pp. 482-497, Jan. 2015.
T.-H. Chang, M. Hong, W.-C. Liao, and X. Wang," Asynchronous Distributed ADMM for Large-Scale Optimization—Part I: Algorithm and Convergence Analysis," IEEE Trans. Signal Process. , Vol. 64, NO. 12, JUNE 15, 2016.
T.-H. Chang, M. Hong, H.-T. Wai, X. Zhang, S. Lu," Distributed Learning in the Nonconvex World: From batch data to streaming and beyond," IEEE Signal Processing Magazine, Vol. 37, Issue: 3, May 2020.
TITLE
Director of Center for Big Data Applications and Technologies, SRIBD
Senior Research Scientist, SRIBD
Associate Professor and the Assistant Dean (Education) of the School of Science and Engineering (SSE), The Chinese University of Hong Kong, Shenzhen
EDUCATION BACKGROUND
PhD (Communications Engineering, National Tsing Hua University, Taiwan)
BS (Electrical Engineering, National Tsing Hua University, Taiwan)
changtsunghui@cuhk.edu.cn
RESEARCH FIELD
Signal Processing; Wireless Communication; Optimization Methods; Smart Grid; Data Analysis
AWARDS
2021 IEEE Signal Processing Society Best Paper Award
2018 IEEE Signal Processing Society Best Paper Award
2015 IEEE Communication Society Asian-Pacific Outstanding Young Researcher Award
2021 Outstanding Faculty Research Awards of the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen
2014 Young Scholar Research Award of National Taiwan University of Science and Technology
BIOGRAPHY
Tsung-Hui Chang received the B.S. degree in electrical engineering and the Ph.D. degree in communications engineering from the National Tsing Hua University (NTHU), Hsinchu, Taiwan, in 2003 and 2008, respectively. From 2012 to 2015, he was an Assistant Professor with the Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan. In August 2015, Dr. Chang joined the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China, as an Assistant Professor, and since August 2018, as an Associate Professor. Prior to being a faculty member, Dr. Chang held research positions with NTHU, from 2008 to 2011, and the University of California, Davis, CA, USA, from 2011 to 2012. During his PhD study, Dr. Chang was a visiting student and research assistant in the University of Minnesota, Minneapolis, MN, USA. His research interests include signal processing and optimization problems in data communications, machine learning and big data analysis.
Dr. Chang received the Young Scholar Research Award of NTUST in 2014, IEEE ComSoc Asian-Pacific Outstanding Young Researcher Award in 2015, and the IEEE Signal Processing Society (SPS) Best Paper Award in 2018 and 2021. He is a Senior Member of IEEE, an Elected Member of IEEE SPS Signal Processing for Communications and Networking Technical Committee (SPCOM TC) (2020/01-), the Funding Chair of IEEE SPS Integrated Sensing and Communication Technical Working Group (ISAC TWG), and the elected Regional Director-at-Large of IEEE SPS for the Asian-Pacific Region (2022/01-). He has served the editorial board for major SP journals, including an Associate Editor of IEEE TRANSACTIONS ON SIGNAL PROCESSING (2014/08-2018/12), IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS (2015/01-2018/12), IEEE OPEN JOURNAL OF SIGNAL PROCESSING (2020/01-present), and a Senior Area Editor of IEEE TRANSACTIONS ON SIGNAL PROCESSING (2021/02-present).
ACADEMIC Papers
T.-H. Chang, A. Nedich, and A. Scaglione, " Distributed constrained optimization by consensus-based primal-dual perturbation method," IEEE Trans. Automatic Control, Vol. 59, NO. 6, pp. 1524-1538, Jun. 2014.
K. -Y. Wang, A. M.-C. So, T. -H. Chang, W. -K. Ma and C. -Y. Chi, " Outage constrained robust transmit optimization for multiuser MISO downlinks: Tractable approximations by conic optimization," IEEE Trans. Signal Process. , vol. 62, no. 21, pp. 5690-5705, Nov. 2014.
T.-H. Chang, M. Hong and X. Wang, " Multi-agent distributed optimization via inexact consensus ADMM," IEEE Trans. Signal Process., Vol. 63, NO. 2, pp. 482-497, Jan. 2015.
T.-H. Chang, M. Hong, W.-C. Liao, and X. Wang," Asynchronous Distributed ADMM for Large-Scale Optimization—Part I: Algorithm and Convergence Analysis," IEEE Trans. Signal Process. , Vol. 64, NO. 12, JUNE 15, 2016.
T.-H. Chang, M. Hong, H.-T. Wai, X. Zhang, S. Lu," Distributed Learning in the Nonconvex World: From batch data to streaming and beyond," IEEE Signal Processing Magazine, Vol. 37, Issue: 3, May 2020.
TITLE
Director of Center for Big Data Applications and Technologies, SRIBD
Senior Research Scientist, SRIBD
Associate Professor and the Assistant Dean (Education) of the School of Science and Engineering (SSE), The Chinese University of Hong Kong, Shenzhen
EDUCATION BACKGROUND
PhD (Communications Engineering, National Tsing Hua University, Taiwan)
BS (Electrical Engineering, National Tsing Hua University, Taiwan)
changtsunghui@cuhk.edu.cn
RESEARCH FIELD
Signal Processing; Wireless Communication; Optimization Methods; Smart Grid; Data Analysis
AWARDS
2021 IEEE Signal Processing Society Best Paper Award
2018 IEEE Signal Processing Society Best Paper Award
2015 IEEE Communication Society Asian-Pacific Outstanding Young Researcher Award
2021 Outstanding Faculty Research Awards of the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen
2014 Young Scholar Research Award of National Taiwan University of Science and Technology
BIOGRAPHY
Tsung-Hui Chang received the B.S. degree in electrical engineering and the Ph.D. degree in communications engineering from the National Tsing Hua University (NTHU), Hsinchu, Taiwan, in 2003 and 2008, respectively. From 2012 to 2015, he was an Assistant Professor with the Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan. In August 2015, Dr. Chang joined the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China, as an Assistant Professor, and since August 2018, as an Associate Professor. Prior to being a faculty member, Dr. Chang held research positions with NTHU, from 2008 to 2011, and the University of California, Davis, CA, USA, from 2011 to 2012. During his PhD study, Dr. Chang was a visiting student and research assistant in the University of Minnesota, Minneapolis, MN, USA. His research interests include signal processing and optimization problems in data communications, machine learning and big data analysis.
Dr. Chang received the Young Scholar Research Award of NTUST in 2014, IEEE ComSoc Asian-Pacific Outstanding Young Researcher Award in 2015, and the IEEE Signal Processing Society (SPS) Best Paper Award in 2018 and 2021. He is a Senior Member of IEEE, an Elected Member of IEEE SPS Signal Processing for Communications and Networking Technical Committee (SPCOM TC) (2020/01-), the Funding Chair of IEEE SPS Integrated Sensing and Communication Technical Working Group (ISAC TWG), and the elected Regional Director-at-Large of IEEE SPS for the Asian-Pacific Region (2022/01-). He has served the editorial board for major SP journals, including an Associate Editor of IEEE TRANSACTIONS ON SIGNAL PROCESSING (2014/08-2018/12), IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS (2015/01-2018/12), IEEE OPEN JOURNAL OF SIGNAL PROCESSING (2020/01-present), and a Senior Area Editor of IEEE TRANSACTIONS ON SIGNAL PROCESSING (2021/02-present).
ACADEMIC Papers
T.-H. Chang, A. Nedich, and A. Scaglione, " Distributed constrained optimization by consensus-based primal-dual perturbation method," IEEE Trans. Automatic Control, Vol. 59, NO. 6, pp. 1524-1538, Jun. 2014.
K. -Y. Wang, A. M.-C. So, T. -H. Chang, W. -K. Ma and C. -Y. Chi, " Outage constrained robust transmit optimization for multiuser MISO downlinks: Tractable approximations by conic optimization," IEEE Trans. Signal Process. , vol. 62, no. 21, pp. 5690-5705, Nov. 2014.
T.-H. Chang, M. Hong and X. Wang, " Multi-agent distributed optimization via inexact consensus ADMM," IEEE Trans. Signal Process., Vol. 63, NO. 2, pp. 482-497, Jan. 2015.
T.-H. Chang, M. Hong, W.-C. Liao, and X. Wang," Asynchronous Distributed ADMM for Large-Scale Optimization—Part I: Algorithm and Convergence Analysis," IEEE Trans. Signal Process. , Vol. 64, NO. 12, JUNE 15, 2016.
T.-H. Chang, M. Hong, H.-T. Wai, X. Zhang, S. Lu," Distributed Learning in the Nonconvex World: From batch data to streaming and beyond," IEEE Signal Processing Magazine, Vol. 37, Issue: 3, May 2020.
TITLE
Director of Center for Big Data Applications and Technologies, SRIBD
Senior Research Scientist, SRIBD
Associate Professor and the Assistant Dean (Education) of the School of Science and Engineering (SSE), The Chinese University of Hong Kong, Shenzhen
EDUCATION BACKGROUND
PhD (Communications Engineering, National Tsing Hua University, Taiwan)
BS (Electrical Engineering, National Tsing Hua University, Taiwan)
changtsunghui@cuhk.edu.cn
RESEARCH FIELD
Signal Processing; Wireless Communication; Optimization Methods; Smart Grid; Data Analysis
AWARDS
2021 IEEE Signal Processing Society Best Paper Award
2018 IEEE Signal Processing Society Best Paper Award
2015 IEEE Communication Society Asian-Pacific Outstanding Young Researcher Award
2021 Outstanding Faculty Research Awards of the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen
2014 Young Scholar Research Award of National Taiwan University of Science and Technology
BIOGRAPHY
Tsung-Hui Chang received the B.S. degree in electrical engineering and the Ph.D. degree in communications engineering from the National Tsing Hua University (NTHU), Hsinchu, Taiwan, in 2003 and 2008, respectively. From 2012 to 2015, he was an Assistant Professor with the Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan. In August 2015, Dr. Chang joined the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China, as an Assistant Professor, and since August 2018, as an Associate Professor. Prior to being a faculty member, Dr. Chang held research positions with NTHU, from 2008 to 2011, and the University of California, Davis, CA, USA, from 2011 to 2012. During his PhD study, Dr. Chang was a visiting student and research assistant in the University of Minnesota, Minneapolis, MN, USA. His research interests include signal processing and optimization problems in data communications, machine learning and big data analysis.
Dr. Chang received the Young Scholar Research Award of NTUST in 2014, IEEE ComSoc Asian-Pacific Outstanding Young Researcher Award in 2015, and the IEEE Signal Processing Society (SPS) Best Paper Award in 2018 and 2021. He is a Senior Member of IEEE, an Elected Member of IEEE SPS Signal Processing for Communications and Networking Technical Committee (SPCOM TC) (2020/01-), the Funding Chair of IEEE SPS Integrated Sensing and Communication Technical Working Group (ISAC TWG), and the elected Regional Director-at-Large of IEEE SPS for the Asian-Pacific Region (2022/01-). He has served the editorial board for major SP journals, including an Associate Editor of IEEE TRANSACTIONS ON SIGNAL PROCESSING (2014/08-2018/12), IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS (2015/01-2018/12), IEEE OPEN JOURNAL OF SIGNAL PROCESSING (2020/01-present), and a Senior Area Editor of IEEE TRANSACTIONS ON SIGNAL PROCESSING (2021/02-present).
ACADEMIC Papers
T.-H. Chang, A. Nedich, and A. Scaglione, " Distributed constrained optimization by consensus-based primal-dual perturbation method," IEEE Trans. Automatic Control, Vol. 59, NO. 6, pp. 1524-1538, Jun. 2014.
K. -Y. Wang, A. M.-C. So, T. -H. Chang, W. -K. Ma and C. -Y. Chi, " Outage constrained robust transmit optimization for multiuser MISO downlinks: Tractable approximations by conic optimization," IEEE Trans. Signal Process. , vol. 62, no. 21, pp. 5690-5705, Nov. 2014.
T.-H. Chang, M. Hong and X. Wang, " Multi-agent distributed optimization via inexact consensus ADMM," IEEE Trans. Signal Process., Vol. 63, NO. 2, pp. 482-497, Jan. 2015.
T.-H. Chang, M. Hong, W.-C. Liao, and X. Wang," Asynchronous Distributed ADMM for Large-Scale Optimization—Part I: Algorithm and Convergence Analysis," IEEE Trans. Signal Process. , Vol. 64, NO. 12, JUNE 15, 2016.
T.-H. Chang, M. Hong, H.-T. Wai, X. Zhang, S. Lu," Distributed Learning in the Nonconvex World: From batch data to streaming and beyond," IEEE Signal Processing Magazine, Vol. 37, Issue: 3, May 2020.
POSITION/TITLE
Associate Professor
Chair of the Research Administration Office
RESPONSIBILITY
Responsible for the strategy of institute and laboratory construction
RESEARCH FIELD
Wireless communications
TEL
0755-23517541
chaoshen@sribd.cn
EDUCATION BACKGROUND
B. S. in Signal and Information Processing, Beijing Jiaotong University
M. S. in Signal and Information Processing, Beijing JIaotong University
Ph. D. in Electronic and Computer Engineering, Beijing Jiaotong University
Visiting Ph.D. Student in National Tsing Hua University
Visiting Ph.D. Student in Nanjing University
BIOGRAPHY
Chao Shen is currently an Associate Professor, Chair of the Research Administration Office and Director of the Industrialization Center in Shenzhen Big Data Research Institute. He received his B.S. and Ph.D. degrees in Signal and Information Processing and Electronic and Computer Engineering from Beijing Jiaotong University in 2003 and 2012, respectively. Dr. Shen conducted postdoctoral research at State Key Laboratory of Rail Traffic Control and Safety (Beijing Jiaotong University) since 2013, and conducted research as a visiting scholar at the University of Maryland, Parker, USA from February 2014 to February 2015.He has been an associate professor of State Key Laboratory of Rail Traffic Control and Safety (Beijing Jiaotong University) since 2015, and a visiting scholar of The Chinese University of Hong Kong (Shenzhen) since 2017.
Dr. Shen has published more than 70 papers in IEEE Transactions on Signal Processing, IEEE Transactions on Wireless Communications, IEEE Globecom/ICC and other journals and conferences, and has undertaken more than 30 NSFC projects, NSFC key projects, National Key R&D Programs of China, Huawei and other industry-academia research projects. Currently, Dr. Shen's research interests are focused on the optimal design of wireless communication systems and networks.
ACADEMIC PUBLICATIONS
[1] G. Zhang, C. Shen, B. Ai and Z. Zhong, “Robust Symbol-Level Precoding and Passive Beamforming for IRS-Aided Communications,” IEEE Trans. Wireless Communications, 2022.
[2] C. Shen, T. Chang, J. Gong, Y. Zeng and R. Zhang, ”Multi-UAV Interference Coordination via Joint Trajectory and Power Control,” IEEE Trans. Signal Process., 2020.
[3] J. Gong, T.-H. Chang, C. Shen, and X. Chen, “Flight Time Minimization of UAV for Data Collection over Wireless Sensor Networks,” IEEE J. Selected Areas in Communications, 2018.
[4] Y. Xu, C. Shen, Z. Ding, X. Sun, S. Yan, G. Zhu, and Z. Zhong, “Joint Beamforming and Power-Splitting Control in Downlink Cooperative SWIPT NOMA Systems,” IEEE Trans. Signal Processing, 2017.
[5] C. Shen, W.-C. Li, and T.-H. Chang, ‘‘Wireless information and energy transfer in multi-antenna interference channel,’’ IEEE Trans. Signal Processing, 2014.
POSITION/TITLE
Associate Professor
Chair of the Research Administration Office
RESPONSIBILITY
Responsible for the strategy of institute and laboratory construction
RESEARCH FIELD
Wireless communications
TEL
0755-23517541
chaoshen@sribd.cn
EDUCATION BACKGROUND
B. S. in Signal and Information Processing, Beijing Jiaotong University
M. S. in Signal and Information Processing, Beijing JIaotong University
Ph. D. in Electronic and Computer Engineering, Beijing Jiaotong University
Visiting Ph.D. Student in National Tsing Hua University
Visiting Ph.D. Student in Nanjing University
BIOGRAPHY
Chao Shen is currently an Associate Professor, Chair of the Research Administration Office and Director of the Industrialization Center in Shenzhen Big Data Research Institute. He received his B.S. and Ph.D. degrees in Signal and Information Processing and Electronic and Computer Engineering from Beijing Jiaotong University in 2003 and 2012, respectively. Dr. Shen conducted postdoctoral research at State Key Laboratory of Rail Traffic Control and Safety (Beijing Jiaotong University) since 2013, and conducted research as a visiting scholar at the University of Maryland, Parker, USA from February 2014 to February 2015.He has been an associate professor of State Key Laboratory of Rail Traffic Control and Safety (Beijing Jiaotong University) since 2015, and a visiting scholar of The Chinese University of Hong Kong (Shenzhen) since 2017.
Dr. Shen has published more than 70 papers in IEEE Transactions on Signal Processing, IEEE Transactions on Wireless Communications, IEEE Globecom/ICC and other journals and conferences, and has undertaken more than 30 NSFC projects, NSFC key projects, National Key R&D Programs of China, Huawei and other industry-academia research projects. Currently, Dr. Shen's research interests are focused on the optimal design of wireless communication systems and networks.
ACADEMIC PUBLICATIONS
[1] G. Zhang, C. Shen, B. Ai and Z. Zhong, “Robust Symbol-Level Precoding and Passive Beamforming for IRS-Aided Communications,” IEEE Trans. Wireless Communications, 2022.
[2] C. Shen, T. Chang, J. Gong, Y. Zeng and R. Zhang, ”Multi-UAV Interference Coordination via Joint Trajectory and Power Control,” IEEE Trans. Signal Process., 2020.
[3] J. Gong, T.-H. Chang, C. Shen, and X. Chen, “Flight Time Minimization of UAV for Data Collection over Wireless Sensor Networks,” IEEE J. Selected Areas in Communications, 2018.
[4] Y. Xu, C. Shen, Z. Ding, X. Sun, S. Yan, G. Zhu, and Z. Zhong, “Joint Beamforming and Power-Splitting Control in Downlink Cooperative SWIPT NOMA Systems,” IEEE Trans. Signal Processing, 2017.
[5] C. Shen, W.-C. Li, and T.-H. Chang, ‘‘Wireless information and energy transfer in multi-antenna interference channel,’’ IEEE Trans. Signal Processing, 2014.
POSITION/TITLE
Associate Professor
Chair of the Research Administration Office
RESPONSIBILITY
Responsible for the strategy of institute and laboratory construction
RESEARCH FIELD
Wireless communications
TEL
0755-23517541
chaoshen@sribd.cn
EDUCATION BACKGROUND
B. S. in Signal and Information Processing, Beijing Jiaotong University
M. S. in Signal and Information Processing, Beijing JIaotong University
Ph. D. in Electronic and Computer Engineering, Beijing Jiaotong University
Visiting Ph.D. Student in National Tsing Hua University
Visiting Ph.D. Student in Nanjing University
BIOGRAPHY
Chao Shen is currently an Associate Professor, Chair of the Research Administration Office and Director of the Industrialization Center in Shenzhen Big Data Research Institute. He received his B.S. and Ph.D. degrees in Signal and Information Processing and Electronic and Computer Engineering from Beijing Jiaotong University in 2003 and 2012, respectively. Dr. Shen conducted postdoctoral research at State Key Laboratory of Rail Traffic Control and Safety (Beijing Jiaotong University) since 2013, and conducted research as a visiting scholar at the University of Maryland, Parker, USA from February 2014 to February 2015.He has been an associate professor of State Key Laboratory of Rail Traffic Control and Safety (Beijing Jiaotong University) since 2015, and a visiting scholar of The Chinese University of Hong Kong (Shenzhen) since 2017.
Dr. Shen has published more than 70 papers in IEEE Transactions on Signal Processing, IEEE Transactions on Wireless Communications, IEEE Globecom/ICC and other journals and conferences, and has undertaken more than 30 NSFC projects, NSFC key projects, National Key R&D Programs of China, Huawei and other industry-academia research projects. Currently, Dr. Shen's research interests are focused on the optimal design of wireless communication systems and networks.
ACADEMIC PUBLICATIONS
[1] G. Zhang, C. Shen, B. Ai and Z. Zhong, “Robust Symbol-Level Precoding and Passive Beamforming for IRS-Aided Communications,” IEEE Trans. Wireless Communications, 2022.
[2] C. Shen, T. Chang, J. Gong, Y. Zeng and R. Zhang, ”Multi-UAV Interference Coordination via Joint Trajectory and Power Control,” IEEE Trans. Signal Process., 2020.
[3] J. Gong, T.-H. Chang, C. Shen, and X. Chen, “Flight Time Minimization of UAV for Data Collection over Wireless Sensor Networks,” IEEE J. Selected Areas in Communications, 2018.
[4] Y. Xu, C. Shen, Z. Ding, X. Sun, S. Yan, G. Zhu, and Z. Zhong, “Joint Beamforming and Power-Splitting Control in Downlink Cooperative SWIPT NOMA Systems,” IEEE Trans. Signal Processing, 2017.
[5] C. Shen, W.-C. Li, and T.-H. Chang, ‘‘Wireless information and energy transfer in multi-antenna interference channel,’’ IEEE Trans. Signal Processing, 2014.
POSITION/TITLE
Associate Professor
Chair of the Research Administration Office
RESPONSIBILITY
Responsible for the strategy of institute and laboratory construction
RESEARCH FIELD
Wireless communications
TEL
0755-23517541
chaoshen@sribd.cn
EDUCATION BACKGROUND
B. S. in Signal and Information Processing, Beijing Jiaotong University
M. S. in Signal and Information Processing, Beijing JIaotong University
Ph. D. in Electronic and Computer Engineering, Beijing Jiaotong University
Visiting Ph.D. Student in National Tsing Hua University
Visiting Ph.D. Student in Nanjing University
BIOGRAPHY
Chao Shen is currently an Associate Professor, Chair of the Research Administration Office and Director of the Industrialization Center in Shenzhen Big Data Research Institute. He received his B.S. and Ph.D. degrees in Signal and Information Processing and Electronic and Computer Engineering from Beijing Jiaotong University in 2003 and 2012, respectively. Dr. Shen conducted postdoctoral research at State Key Laboratory of Rail Traffic Control and Safety (Beijing Jiaotong University) since 2013, and conducted research as a visiting scholar at the University of Maryland, Parker, USA from February 2014 to February 2015.He has been an associate professor of State Key Laboratory of Rail Traffic Control and Safety (Beijing Jiaotong University) since 2015, and a visiting scholar of The Chinese University of Hong Kong (Shenzhen) since 2017.
Dr. Shen has published more than 70 papers in IEEE Transactions on Signal Processing, IEEE Transactions on Wireless Communications, IEEE Globecom/ICC and other journals and conferences, and has undertaken more than 30 NSFC projects, NSFC key projects, National Key R&D Programs of China, Huawei and other industry-academia research projects. Currently, Dr. Shen's research interests are focused on the optimal design of wireless communication systems and networks.
ACADEMIC PUBLICATIONS
[1] G. Zhang, C. Shen, B. Ai and Z. Zhong, “Robust Symbol-Level Precoding and Passive Beamforming for IRS-Aided Communications,” IEEE Trans. Wireless Communications, 2022.
[2] C. Shen, T. Chang, J. Gong, Y. Zeng and R. Zhang, ”Multi-UAV Interference Coordination via Joint Trajectory and Power Control,” IEEE Trans. Signal Process., 2020.
[3] J. Gong, T.-H. Chang, C. Shen, and X. Chen, “Flight Time Minimization of UAV for Data Collection over Wireless Sensor Networks,” IEEE J. Selected Areas in Communications, 2018.
[4] Y. Xu, C. Shen, Z. Ding, X. Sun, S. Yan, G. Zhu, and Z. Zhong, “Joint Beamforming and Power-Splitting Control in Downlink Cooperative SWIPT NOMA Systems,” IEEE Trans. Signal Processing, 2017.
[5] C. Shen, W.-C. Li, and T.-H. Chang, ‘‘Wireless information and energy transfer in multi-antenna interference channel,’’ IEEE Trans. Signal Processing, 2014.
X.Q. Deng Presidential Chair Professor
EDUCATION BACKGROUND
PhD, Stanford University
MEng, National University of Singapore
BEng, National University of Singapore
RESEARCH FIELD
Wireless Communications
rzhang@cuhk.edu.cn
BIOGRAPHY
Dr. Rui Zhang received the B.Eng. (First-Class Hons.) and M.Eng. degrees from National University of Singapore, and the Ph.D. degree from Stanford University, Stanford, CA USA, all in electrical engineering. From 2007 to 2009, he worked as a researcher at the Institute for Infocomm Research, ASTAR, Singapore. In 2010, he joined the Department of Electrical and Computer Engineering of National University of Singapore, where he was appointed as a Provost’s Chair Professor in 2020. Since 2022, he has joined the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, as a Principal’s Diligence Chair Professor. His current research interests include UAV/satellite communication, wireless power transfer, intelligent reflecting surface and reconfigurable MIMO, optimization methods, etc.
He has published over 450 papers in the field of wireless communications, which have been cited more than 60,000 times, with the h-index over 120. He has been listed as a Highly Cited Researcher by Thomson Reuters / Clarivate Analytics since 2015. He was the recipient of the IEEE Communications Society Asia-Pacific Region Best Young Researcher Award in 2011, the Young Researcher Award of National University of Singapore in 2015, the Wireless Communications Technical Committee Recognition Award in 2020, and the IEEE Signal Processing and Computing for Communications (SPCC) Technical Recognition Award in 2021. He received 14 IEEE Best Paper Awards, including the IEEE Marconi Prize Paper Award in Wireless Communications in 2015 and 2020, the IEEE Signal Processing Society Best Paper Award in 2016, the IEEE Communications Society Heinrich Hertz Prize Paper Award in 2017, 2020 and 2022, the IEEE Communications Society Stephen O. Rice Prize in 2021, etc.
He served for over 30 international conferences as the TPC Co-Chair or an Organizing Committee Member, and as the guest editor for 3 special issues in IEEE Journal of Selected Topics in Signal Processing and IEEE Journal on Selected Areas in Communications. He served as an elected member of the IEEE Signal Processing Society SPCOM and SAM Technical Committees, and the Vice Chair of the IEEE Communications Society Asia-Pacific Board Technical Affairs Committee. He served as an editor for the IEEE Transactions on Wireless Communications, IEEE Journal on Selected Areas in Communications (Green Communications and Networking Series), IEEE Transactions on Signal Processing, and IEEE Transactions on Green Communications and Networking. He is now an editor for the IEEE Transactions on Communications. He served as a member of the Steering Committee of the IEEE Wireless Communications Letters, and a Distinguished Lecturer of IEEE Signal Processing Society and IEEE Communications Society. He is a Fellow of the IEEE and the Academy of Engineering, Singapore.
ACADEMIC PUBLICATIONS
1. R. Zhang and C. K. Ho, “MIMO broadcasting for simultaneous wireless information and power transfer,” IEEE Transactions on Wireless Communications, vol. 12, no. 5, pp. 1989-2001, May 2013.
2. H. Ju and R. Zhang, “Throughput maximization in wireless powered communication networks,” IEEE Transactions on Wireless Communications, vol. 13, no. 1, pp. 418-428, January, 2014.
3. Y. Zeng, R. Zhang, and T. J. Lim, “Wireless communications with unmanned aerial vehicles: opportunities and challenges,” IEEE Communications Magazine, vol. 54, no. 5, pp. 36-42, May 2016.
4. Y. Zeng and R. Zhang, “Energy-efficient UAV communication with trajectory optimization,” IEEE Transactions on Wireless Communications, vol. 16, no. 6, pp. 3747- 3760, June 2017.
5. Y. Zeng, B. Clerckx, and R. Zhang, “Communications and signals design for wireless power transmission,” IEEE Transactions on Communications, vol. 65, no. 5, pp. 2264-2290, May 2017.
6. Q. Wu and R. Zhang, “Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming,” IEEE Transactions on Wireless Communications, vol. 18, no. 11, pp. 5394-5409, November 2019.
7. Q. Wu and R. Zhang, “Towards smart and reconfigurable environment: intelligent reflecting surface aided wireless network,” IEEE Communications Magazine, vol. 58, no. 1, pp. 106-112, January 2020.
8. Q. Wu, S. Zhang, B. Zheng, C. You, and R. Zhang, “Intelligent reflecting surface aided wireless communications: a tutorial,” IEEE Transactions on Communications, vol. 69, no. 5, pp. 3313-3351, May 2021.
X.Q. Deng Presidential Chair Professor
EDUCATION BACKGROUND
PhD, Stanford University
MEng, National University of Singapore
BEng, National University of Singapore
RESEARCH FIELD
Wireless Communications
rzhang@cuhk.edu.cn
BIOGRAPHY
Dr. Rui Zhang received the B.Eng. (First-Class Hons.) and M.Eng. degrees from National University of Singapore, and the Ph.D. degree from Stanford University, Stanford, CA USA, all in electrical engineering. From 2007 to 2009, he worked as a researcher at the Institute for Infocomm Research, ASTAR, Singapore. In 2010, he joined the Department of Electrical and Computer Engineering of National University of Singapore, where he was appointed as a Provost’s Chair Professor in 2020. Since 2022, he has joined the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, as a Principal’s Diligence Chair Professor. His current research interests include UAV/satellite communication, wireless power transfer, intelligent reflecting surface and reconfigurable MIMO, optimization methods, etc.
He has published over 450 papers in the field of wireless communications, which have been cited more than 60,000 times, with the h-index over 120. He has been listed as a Highly Cited Researcher by Thomson Reuters / Clarivate Analytics since 2015. He was the recipient of the IEEE Communications Society Asia-Pacific Region Best Young Researcher Award in 2011, the Young Researcher Award of National University of Singapore in 2015, the Wireless Communications Technical Committee Recognition Award in 2020, and the IEEE Signal Processing and Computing for Communications (SPCC) Technical Recognition Award in 2021. He received 14 IEEE Best Paper Awards, including the IEEE Marconi Prize Paper Award in Wireless Communications in 2015 and 2020, the IEEE Signal Processing Society Best Paper Award in 2016, the IEEE Communications Society Heinrich Hertz Prize Paper Award in 2017, 2020 and 2022, the IEEE Communications Society Stephen O. Rice Prize in 2021, etc.
He served for over 30 international conferences as the TPC Co-Chair or an Organizing Committee Member, and as the guest editor for 3 special issues in IEEE Journal of Selected Topics in Signal Processing and IEEE Journal on Selected Areas in Communications. He served as an elected member of the IEEE Signal Processing Society SPCOM and SAM Technical Committees, and the Vice Chair of the IEEE Communications Society Asia-Pacific Board Technical Affairs Committee. He served as an editor for the IEEE Transactions on Wireless Communications, IEEE Journal on Selected Areas in Communications (Green Communications and Networking Series), IEEE Transactions on Signal Processing, and IEEE Transactions on Green Communications and Networking. He is now an editor for the IEEE Transactions on Communications. He served as a member of the Steering Committee of the IEEE Wireless Communications Letters, and a Distinguished Lecturer of IEEE Signal Processing Society and IEEE Communications Society. He is a Fellow of the IEEE and the Academy of Engineering, Singapore.
ACADEMIC PUBLICATIONS
1. R. Zhang and C. K. Ho, “MIMO broadcasting for simultaneous wireless information and power transfer,” IEEE Transactions on Wireless Communications, vol. 12, no. 5, pp. 1989-2001, May 2013.
2. H. Ju and R. Zhang, “Throughput maximization in wireless powered communication networks,” IEEE Transactions on Wireless Communications, vol. 13, no. 1, pp. 418-428, January, 2014.
3. Y. Zeng, R. Zhang, and T. J. Lim, “Wireless communications with unmanned aerial vehicles: opportunities and challenges,” IEEE Communications Magazine, vol. 54, no. 5, pp. 36-42, May 2016.
4. Y. Zeng and R. Zhang, “Energy-efficient UAV communication with trajectory optimization,” IEEE Transactions on Wireless Communications, vol. 16, no. 6, pp. 3747- 3760, June 2017.
5. Y. Zeng, B. Clerckx, and R. Zhang, “Communications and signals design for wireless power transmission,” IEEE Transactions on Communications, vol. 65, no. 5, pp. 2264-2290, May 2017.
6. Q. Wu and R. Zhang, “Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming,” IEEE Transactions on Wireless Communications, vol. 18, no. 11, pp. 5394-5409, November 2019.
7. Q. Wu and R. Zhang, “Towards smart and reconfigurable environment: intelligent reflecting surface aided wireless network,” IEEE Communications Magazine, vol. 58, no. 1, pp. 106-112, January 2020.
8. Q. Wu, S. Zhang, B. Zheng, C. You, and R. Zhang, “Intelligent reflecting surface aided wireless communications: a tutorial,” IEEE Transactions on Communications, vol. 69, no. 5, pp. 3313-3351, May 2021.
X.Q. Deng Presidential Chair Professor
EDUCATION BACKGROUND
PhD, Stanford University
MEng, National University of Singapore
BEng, National University of Singapore
RESEARCH FIELD
Wireless Communications
rzhang@cuhk.edu.cn
BIOGRAPHY
Dr. Rui Zhang received the B.Eng. (First-Class Hons.) and M.Eng. degrees from National University of Singapore, and the Ph.D. degree from Stanford University, Stanford, CA USA, all in electrical engineering. From 2007 to 2009, he worked as a researcher at the Institute for Infocomm Research, ASTAR, Singapore. In 2010, he joined the Department of Electrical and Computer Engineering of National University of Singapore, where he was appointed as a Provost’s Chair Professor in 2020. Since 2022, he has joined the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, as a Principal’s Diligence Chair Professor. His current research interests include UAV/satellite communication, wireless power transfer, intelligent reflecting surface and reconfigurable MIMO, optimization methods, etc.
He has published over 450 papers in the field of wireless communications, which have been cited more than 60,000 times, with the h-index over 120. He has been listed as a Highly Cited Researcher by Thomson Reuters / Clarivate Analytics since 2015. He was the recipient of the IEEE Communications Society Asia-Pacific Region Best Young Researcher Award in 2011, the Young Researcher Award of National University of Singapore in 2015, the Wireless Communications Technical Committee Recognition Award in 2020, and the IEEE Signal Processing and Computing for Communications (SPCC) Technical Recognition Award in 2021. He received 14 IEEE Best Paper Awards, including the IEEE Marconi Prize Paper Award in Wireless Communications in 2015 and 2020, the IEEE Signal Processing Society Best Paper Award in 2016, the IEEE Communications Society Heinrich Hertz Prize Paper Award in 2017, 2020 and 2022, the IEEE Communications Society Stephen O. Rice Prize in 2021, etc.
He served for over 30 international conferences as the TPC Co-Chair or an Organizing Committee Member, and as the guest editor for 3 special issues in IEEE Journal of Selected Topics in Signal Processing and IEEE Journal on Selected Areas in Communications. He served as an elected member of the IEEE Signal Processing Society SPCOM and SAM Technical Committees, and the Vice Chair of the IEEE Communications Society Asia-Pacific Board Technical Affairs Committee. He served as an editor for the IEEE Transactions on Wireless Communications, IEEE Journal on Selected Areas in Communications (Green Communications and Networking Series), IEEE Transactions on Signal Processing, and IEEE Transactions on Green Communications and Networking. He is now an editor for the IEEE Transactions on Communications. He served as a member of the Steering Committee of the IEEE Wireless Communications Letters, and a Distinguished Lecturer of IEEE Signal Processing Society and IEEE Communications Society. He is a Fellow of the IEEE and the Academy of Engineering, Singapore.
ACADEMIC PUBLICATIONS
1. R. Zhang and C. K. Ho, “MIMO broadcasting for simultaneous wireless information and power transfer,” IEEE Transactions on Wireless Communications, vol. 12, no. 5, pp. 1989-2001, May 2013.
2. H. Ju and R. Zhang, “Throughput maximization in wireless powered communication networks,” IEEE Transactions on Wireless Communications, vol. 13, no. 1, pp. 418-428, January, 2014.
3. Y. Zeng, R. Zhang, and T. J. Lim, “Wireless communications with unmanned aerial vehicles: opportunities and challenges,” IEEE Communications Magazine, vol. 54, no. 5, pp. 36-42, May 2016.
4. Y. Zeng and R. Zhang, “Energy-efficient UAV communication with trajectory optimization,” IEEE Transactions on Wireless Communications, vol. 16, no. 6, pp. 3747- 3760, June 2017.
5. Y. Zeng, B. Clerckx, and R. Zhang, “Communications and signals design for wireless power transmission,” IEEE Transactions on Communications, vol. 65, no. 5, pp. 2264-2290, May 2017.
6. Q. Wu and R. Zhang, “Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming,” IEEE Transactions on Wireless Communications, vol. 18, no. 11, pp. 5394-5409, November 2019.
7. Q. Wu and R. Zhang, “Towards smart and reconfigurable environment: intelligent reflecting surface aided wireless network,” IEEE Communications Magazine, vol. 58, no. 1, pp. 106-112, January 2020.
8. Q. Wu, S. Zhang, B. Zheng, C. You, and R. Zhang, “Intelligent reflecting surface aided wireless communications: a tutorial,” IEEE Transactions on Communications, vol. 69, no. 5, pp. 3313-3351, May 2021.
X.Q. Deng Presidential Chair Professor
EDUCATION BACKGROUND
PhD, Stanford University
MEng, National University of Singapore
BEng, National University of Singapore
RESEARCH FIELD
Wireless Communications
rzhang@cuhk.edu.cn
BIOGRAPHY
Dr. Rui Zhang received the B.Eng. (First-Class Hons.) and M.Eng. degrees from National University of Singapore, and the Ph.D. degree from Stanford University, Stanford, CA USA, all in electrical engineering. From 2007 to 2009, he worked as a researcher at the Institute for Infocomm Research, ASTAR, Singapore. In 2010, he joined the Department of Electrical and Computer Engineering of National University of Singapore, where he was appointed as a Provost’s Chair Professor in 2020. Since 2022, he has joined the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, as a Principal’s Diligence Chair Professor. His current research interests include UAV/satellite communication, wireless power transfer, intelligent reflecting surface and reconfigurable MIMO, optimization methods, etc.
He has published over 450 papers in the field of wireless communications, which have been cited more than 60,000 times, with the h-index over 120. He has been listed as a Highly Cited Researcher by Thomson Reuters / Clarivate Analytics since 2015. He was the recipient of the IEEE Communications Society Asia-Pacific Region Best Young Researcher Award in 2011, the Young Researcher Award of National University of Singapore in 2015, the Wireless Communications Technical Committee Recognition Award in 2020, and the IEEE Signal Processing and Computing for Communications (SPCC) Technical Recognition Award in 2021. He received 14 IEEE Best Paper Awards, including the IEEE Marconi Prize Paper Award in Wireless Communications in 2015 and 2020, the IEEE Signal Processing Society Best Paper Award in 2016, the IEEE Communications Society Heinrich Hertz Prize Paper Award in 2017, 2020 and 2022, the IEEE Communications Society Stephen O. Rice Prize in 2021, etc.
He served for over 30 international conferences as the TPC Co-Chair or an Organizing Committee Member, and as the guest editor for 3 special issues in IEEE Journal of Selected Topics in Signal Processing and IEEE Journal on Selected Areas in Communications. He served as an elected member of the IEEE Signal Processing Society SPCOM and SAM Technical Committees, and the Vice Chair of the IEEE Communications Society Asia-Pacific Board Technical Affairs Committee. He served as an editor for the IEEE Transactions on Wireless Communications, IEEE Journal on Selected Areas in Communications (Green Communications and Networking Series), IEEE Transactions on Signal Processing, and IEEE Transactions on Green Communications and Networking. He is now an editor for the IEEE Transactions on Communications. He served as a member of the Steering Committee of the IEEE Wireless Communications Letters, and a Distinguished Lecturer of IEEE Signal Processing Society and IEEE Communications Society. He is a Fellow of the IEEE and the Academy of Engineering, Singapore.
ACADEMIC PUBLICATIONS
1. R. Zhang and C. K. Ho, “MIMO broadcasting for simultaneous wireless information and power transfer,” IEEE Transactions on Wireless Communications, vol. 12, no. 5, pp. 1989-2001, May 2013.
2. H. Ju and R. Zhang, “Throughput maximization in wireless powered communication networks,” IEEE Transactions on Wireless Communications, vol. 13, no. 1, pp. 418-428, January, 2014.
3. Y. Zeng, R. Zhang, and T. J. Lim, “Wireless communications with unmanned aerial vehicles: opportunities and challenges,” IEEE Communications Magazine, vol. 54, no. 5, pp. 36-42, May 2016.
4. Y. Zeng and R. Zhang, “Energy-efficient UAV communication with trajectory optimization,” IEEE Transactions on Wireless Communications, vol. 16, no. 6, pp. 3747- 3760, June 2017.
5. Y. Zeng, B. Clerckx, and R. Zhang, “Communications and signals design for wireless power transmission,” IEEE Transactions on Communications, vol. 65, no. 5, pp. 2264-2290, May 2017.
6. Q. Wu and R. Zhang, “Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming,” IEEE Transactions on Wireless Communications, vol. 18, no. 11, pp. 5394-5409, November 2019.
7. Q. Wu and R. Zhang, “Towards smart and reconfigurable environment: intelligent reflecting surface aided wireless network,” IEEE Communications Magazine, vol. 58, no. 1, pp. 106-112, January 2020.
8. Q. Wu, S. Zhang, B. Zheng, C. You, and R. Zhang, “Intelligent reflecting surface aided wireless communications: a tutorial,” IEEE Transactions on Communications, vol. 69, no. 5, pp. 3313-3351, May 2021.
POSITION/TITLE
Associate Director of the Data-driven Intelligent Information System Laboratory
Research Scientist
RESEARCH INTEREST
Edge Intelligence, Federated Learning, Integrated Communications and Sensing
gxzhu@sribd.cn
EDUCATION BACKGROUND
From 2015-9 to 2019-12, The University of Hong Kong, Electronic and Electrical Engineering, PhD, Supervisor: Kaibin Huang
From 2012-9 to 2015-3, Zhejiang University, Information and Electronic Engineering, Master, Supervisor: Caijun Zhong
From 2008-9 to 2012-6, Zhejiang University, Information and Electronic Engineering, bachelor
HONORS AND AWARDS
- Best paper award at 2013 International Conference on WCSP.
- Hong Kong Ph.D. Fellowship. (09/2015 - 08/2019)
- Outstanding Ph.D. Thesis Award at The University of Hong Kong
- Exemplary Reviewer at IEEE Transactions on Communications
- Shenzhen Overseas High-Caliber Personnel (Level C)
BIOGRAPHY
Dr. Guangxu Zhu is a research scientist at the Shenzhen research institute of big data. He received the Ph.D. degree in electrical and electronic engineering from The University of Hong Kong in 2019, and the BS and MS degrees in information and communication engineering from Zhejiang University in 2012 and 2015, respectively. His research interests include intelligent edge, federated learning, and integrated sensing and communications. He have published over 30 top-tier journal papers and more than 20 conference papers in his research area. He is currently hosting several national and provincial project including NSFC Youth Program, Guangdong Natural Science Foundation General Program, and the 6G open project of China Academy of Information and Communications Technology and participating the National Key Research and Development Program of China. He is a recipient of the Hong Kong Postgraduate Fellowship (HKPF), Outstanding Ph.D. Thesis Award from HKU, and Best Paper Award from WCSP 2013, Shenzhen Overseas High-Caliber Personnel (Level C). He was invited to be a co-chair for the “MAC and cross-layer design” track in IEEE PIMRC 2021.
SELECTED JOURNAL PUBLICATIONS
1.G. Zhu, D. Liu, Y, Du, C. You, J. Zhang, and K. Huang, "Toward an Intelligent Edge: Wireless Communication Meets Machine Learning", IEEE Commun. Mag., vol. 58, no. 1, pp. 19 - 25, Jan. 2020. ( ESI highly cited paper, ESI hot paper)
2. G. Zhu, Y. Wang K. Huang, "Broadband analog aggregation for low-latency federated edge learning", IEEE Trans. Wireless Commun., vol. 19, no. 1, pp. 491-506, Jan. 2020. ( ESI highly cited paper)
3. G. Zhu, Y. Du, D. Gunduz, K. Huang, "One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis", IEEE Trans. Wireless Commun., vol. 20, no. 3, Mar. 2021.
4. G. Zhu, K. Huang, V. K. N. Lau, B. Xia, X. Li and S. Zhang, "Hybrid beamforming via the Kronecker decomposition for the millimeter-wave massive MIMO systems", IEEE J. Sel Area Commun., Vol. 35, no. 9, pp. 2097–2114, Sep. 2017.
5.G. Zhu and K. Huang, "MIMO Over-the-Air Computation for High-Mobility Multi-Modal Sensing", IEEE IoT Journal, vol. 6, no. 4, pp. 6089 - 6103, Aug. 2019.
POSITION/TITLE
Associate Director of the Data-driven Intelligent Information System Laboratory
Research Scientist
RESEARCH INTEREST
Edge Intelligence, Federated Learning, Integrated Communications and Sensing
gxzhu@sribd.cn
EDUCATION BACKGROUND
From 2015-9 to 2019-12, The University of Hong Kong, Electronic and Electrical Engineering, PhD, Supervisor: Kaibin Huang
From 2012-9 to 2015-3, Zhejiang University, Information and Electronic Engineering, Master, Supervisor: Caijun Zhong
From 2008-9 to 2012-6, Zhejiang University, Information and Electronic Engineering, bachelor
HONORS AND AWARDS
- Best paper award at 2013 International Conference on WCSP.
- Hong Kong Ph.D. Fellowship. (09/2015 - 08/2019)
- Outstanding Ph.D. Thesis Award at The University of Hong Kong
- Exemplary Reviewer at IEEE Transactions on Communications
- Shenzhen Overseas High-Caliber Personnel (Level C)
BIOGRAPHY
Dr. Guangxu Zhu is a research scientist at the Shenzhen research institute of big data. He received the Ph.D. degree in electrical and electronic engineering from The University of Hong Kong in 2019, and the BS and MS degrees in information and communication engineering from Zhejiang University in 2012 and 2015, respectively. His research interests include intelligent edge, federated learning, and integrated sensing and communications. He have published over 30 top-tier journal papers and more than 20 conference papers in his research area. He is currently hosting several national and provincial project including NSFC Youth Program, Guangdong Natural Science Foundation General Program, and the 6G open project of China Academy of Information and Communications Technology and participating the National Key Research and Development Program of China. He is a recipient of the Hong Kong Postgraduate Fellowship (HKPF), Outstanding Ph.D. Thesis Award from HKU, and Best Paper Award from WCSP 2013, Shenzhen Overseas High-Caliber Personnel (Level C). He was invited to be a co-chair for the “MAC and cross-layer design” track in IEEE PIMRC 2021.
SELECTED JOURNAL PUBLICATIONS
1.G. Zhu, D. Liu, Y, Du, C. You, J. Zhang, and K. Huang, "Toward an Intelligent Edge: Wireless Communication Meets Machine Learning", IEEE Commun. Mag., vol. 58, no. 1, pp. 19 - 25, Jan. 2020. ( ESI highly cited paper, ESI hot paper)
2. G. Zhu, Y. Wang K. Huang, "Broadband analog aggregation for low-latency federated edge learning", IEEE Trans. Wireless Commun., vol. 19, no. 1, pp. 491-506, Jan. 2020. ( ESI highly cited paper)
3. G. Zhu, Y. Du, D. Gunduz, K. Huang, "One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis", IEEE Trans. Wireless Commun., vol. 20, no. 3, Mar. 2021.
4. G. Zhu, K. Huang, V. K. N. Lau, B. Xia, X. Li and S. Zhang, "Hybrid beamforming via the Kronecker decomposition for the millimeter-wave massive MIMO systems", IEEE J. Sel Area Commun., Vol. 35, no. 9, pp. 2097–2114, Sep. 2017.
5.G. Zhu and K. Huang, "MIMO Over-the-Air Computation for High-Mobility Multi-Modal Sensing", IEEE IoT Journal, vol. 6, no. 4, pp. 6089 - 6103, Aug. 2019.
POSITION/TITLE
Associate Director of the Data-driven Intelligent Information System Laboratory
Research Scientist
RESEARCH INTEREST
Edge Intelligence, Federated Learning, Integrated Communications and Sensing
gxzhu@sribd.cn
EDUCATION BACKGROUND
From 2015-9 to 2019-12, The University of Hong Kong, Electronic and Electrical Engineering, PhD, Supervisor: Kaibin Huang
From 2012-9 to 2015-3, Zhejiang University, Information and Electronic Engineering, Master, Supervisor: Caijun Zhong
From 2008-9 to 2012-6, Zhejiang University, Information and Electronic Engineering, bachelor
HONORS AND AWARDS
- Best paper award at 2013 International Conference on WCSP.
- Hong Kong Ph.D. Fellowship. (09/2015 - 08/2019)
- Outstanding Ph.D. Thesis Award at The University of Hong Kong
- Exemplary Reviewer at IEEE Transactions on Communications
- Shenzhen Overseas High-Caliber Personnel (Level C)
BIOGRAPHY
Dr. Guangxu Zhu is a research scientist at the Shenzhen research institute of big data. He received the Ph.D. degree in electrical and electronic engineering from The University of Hong Kong in 2019, and the BS and MS degrees in information and communication engineering from Zhejiang University in 2012 and 2015, respectively. His research interests include intelligent edge, federated learning, and integrated sensing and communications. He have published over 30 top-tier journal papers and more than 20 conference papers in his research area. He is currently hosting several national and provincial project including NSFC Youth Program, Guangdong Natural Science Foundation General Program, and the 6G open project of China Academy of Information and Communications Technology and participating the National Key Research and Development Program of China. He is a recipient of the Hong Kong Postgraduate Fellowship (HKPF), Outstanding Ph.D. Thesis Award from HKU, and Best Paper Award from WCSP 2013, Shenzhen Overseas High-Caliber Personnel (Level C). He was invited to be a co-chair for the “MAC and cross-layer design” track in IEEE PIMRC 2021.
SELECTED JOURNAL PUBLICATIONS
1.G. Zhu, D. Liu, Y, Du, C. You, J. Zhang, and K. Huang, "Toward an Intelligent Edge: Wireless Communication Meets Machine Learning", IEEE Commun. Mag., vol. 58, no. 1, pp. 19 - 25, Jan. 2020. ( ESI highly cited paper, ESI hot paper)
2. G. Zhu, Y. Wang K. Huang, "Broadband analog aggregation for low-latency federated edge learning", IEEE Trans. Wireless Commun., vol. 19, no. 1, pp. 491-506, Jan. 2020. ( ESI highly cited paper)
3. G. Zhu, Y. Du, D. Gunduz, K. Huang, "One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis", IEEE Trans. Wireless Commun., vol. 20, no. 3, Mar. 2021.
4. G. Zhu, K. Huang, V. K. N. Lau, B. Xia, X. Li and S. Zhang, "Hybrid beamforming via the Kronecker decomposition for the millimeter-wave massive MIMO systems", IEEE J. Sel Area Commun., Vol. 35, no. 9, pp. 2097–2114, Sep. 2017.
5.G. Zhu and K. Huang, "MIMO Over-the-Air Computation for High-Mobility Multi-Modal Sensing", IEEE IoT Journal, vol. 6, no. 4, pp. 6089 - 6103, Aug. 2019.
