Biography

Dr. Zhang joined Hong Kong University of Science and Technology in Sept. 2005 where she is now Tencent Professor of Engineering and Chair Professor of the Department of Computer Science and Engineering. She is also serving as the co-director of Huawei-HKUST innovation lab and the director of digital life research center of HKUST. Before that, she was in Microsoft Research Asia, Beijing, from July 1999, where she was the research manager of the Wireless and Networking Group. Dr. Zhang has published more than 400 refereed papers in international leading journals and key conferences. She is the inventor of more than 50 granted and 20 pending International patents. Her current research interests include Internet of Things (IoT), smart health, mobile computing and sensing, wireless networking, as well as cyber security.

She is a Fellow of the IEEE and the Hong Kong Academy of Engineering Science (HKAES). Dr. Zhang has received MIT TR100 (MIT Technology Review) world’s top young innovator award. She also received the Best Asia Pacific (AP) Young Researcher Award elected by IEEE Communication Society in year 2004. She received the Best Paper Award in Multimedia Technical Committee (MMTC) of IEEE Communication Society in 2005 and Best Paper Award for QShine 2006, IEEE Globecom 2007, IEEE ICDCS 2008,  IEEE ICC 2010, IEEE Globecom 2012, and IEEE ICC 2019. She received the Oversea Young Investigator Award from the National Natural Science Foundation of China (NSFC) in 2006. She held the Cheung Kong Chair Professor (长江讲座教授) in Huazhong University of Science and Technology (2012-2015). She has been elected as IEEE Communication Society Distinguished Lecture from Jan. 2010 to Dec. 2011. She also participated many activities in the IETF ROHC (Robust Header Compression) WG group for TCP/IP header compression.

Dr. Zhang is serving as Editor-in-Chief of IEEE Trans. on Mobile Computing (TMC) starting from Jan. 2020. She is a member of Steering Committee of IEEE Infocom. She is the Editorial Board Member of IEEE Transactions in Cognitive Communications and Networking, IEEE Wireless Communications Magazine, Elsevier Computer Communications, and Elsevier Computer Networks. She was also served as the Associate Editor for IEEE Transactions on Wireless Communications, IEEE Transactions on Vehicular Technologies, IEEE Transactions on Mobile Computing, and IEEE Communications Surveys and Tutorials. She served as Guest Editor for quite some special issues.

Dr. Zhang was a Members-at-Large (2016-2018) of IEEE Communications Society (ComSoc) and the Director of Technical Services (2016-2017) of IEEE ComSoc. She was the Chair of the Multimedia Communication Technical Committee of the IEEE Communications Society from 2008 to 2010.

Dr. Zhang received the B.S., M.S., and Ph.D. degrees from Wuhan University, China, in 1994, 1996, and 1999, respectively, all in computer science.

My research interests include

• Internet of Things (IoT)
• Smart Healthcare
• Mobile computing and sensing
• Blockchain infrastructure construction
• Next-generation wireless networks
• Cyber security
• Cognitive radio networks and dynamic spectrum management
• Network economics
• Multimedia delivery over Internet, wireless, and wireless Internet

My research style is interdisciplinary in general. Particularly, I am leveraging machine learning and data analytics related techniques to tackle the healthcare, sensing, security, system, network related problems. My work has a strong and balanced emphasis on algorithm development, system implementation and validation with real-world scenarios.

Some recent on-going projects:

• Communication as sensing service --- from wearable sensing to contactless sensing

• Energy-efficient Communication for IoT support

• Securing the Smart Devices

• A reputation-based and efficient blockchain infrastructure construction

    More details can be found in research overview.

• Hua Kang (Ph.D. student)

• Linfei Ge (Ph.D. student)

• Wentao Xie (Ph.D. student)

• Qingyong Hu (Ph.D. student)

• Haiyan Hu (Ph.D. student)

• Yuxuan Zhou (Ph.D. student)

• Chenggao Li (Ph.D. student)

• Yanbing Gong (Ph.D. student)

• Baichen Yang (Ph.D. student)

• Xinyi Zhang (Ph.D. student)

• Jianben He (Ph.D. student, co-supervisor)

• Tianfang Xiao (MPhil student)

• Xia Guan (MPhil student)

• Meng Xue (PostDoc) 

I am currently recruiting well motivated and dedicated Ph.D. students in the wireless networking, spectrum management, and sensor networks for healthcare services.

    More information related to the students that I have supervised ...       

• Fall 2022: COMP3511: Operating System

• Fall 2022:  MSBD6000F: IoT and Mobile Sensing

Past:

• Fall 2021:  COMP4901s: IoT and Mobile Sensing
• Fall 2020:  COMP4621: Computer Communication Networks I
• Spring 2020:  COMP5622: Advanced Computer Communication and Networking
• Fall 2019:  COMP4621: Computer Communication Networks
• Spring 2019: COMP5622: Advanced Computer Communication and Networking

• Fall 2018:  COMP4621: Computer Communication Networks I

• Fall 2018:  MSBD6000F: IoT and Mobile Sensing

• Spring 2018: COMP5622: Advanced Computer Communication and Networking

• Fall 2017: COMP4621: Computer Communication Networks I

• Spring 2017: COMP5622: Advanced Computer Communication and Networking

• Fall 2016: COMP4621: Computer Communication Networks I

• Spring 2016: COMP5622: Advanced Computer Communication Networking

• Fall 2015: COMP5621: Computer Networks

• Spring 2015: COMP4621: Computer Communication Networks I

• Fall 2014: COMP5622: Advanced Computer Communications and Networking

• Spring 2014: COMP5622: Advanced Computer Communications and Networking  

• Fall 2013: COMP4622: Computer Communication Networks II

• Fall 2013: FYTGS5001: Advanced Topics of Internet of Things

• Spring 2013: FYTGS5001: Advanced Topics of Internet of Things    ......

• International Awards and Recognitions

  o  Editor-in-Chief of IEEE Trans. on Mobile Computing (Jan. 2020 - )

  o    Fellow of the Hong Kong Academy of Engineering Science (HKAES) (2020 - )

  o    Members-at-Large (2016-2018) of IEEE Communications Society (ComSoc)

  o    Director - Technical Services (2016-2017) of IEEE ComSoc

  o    Fellow of IEEE for contribution to the mobility and spectrum management of wireless networks and mobile communications, 2012 - 

  o    IEEE Communications Society Distinguished Lecturer (Jan. 2010 - Dec. 2011)

  o    School of Engineering Research Excellence Award, HKUST, 2011

  o    TR 100 (MIT Technology Review) world’s top young innovator award, 2004

  o    Best Asia Pacific (AP) Young Researcher Award elected by IEEE ComSoc, 2004

  o    Best Video Award for ACM Mobisys 2015

  o    Best Paper Award for the following international conferences

      ·     IEEE ICC 2019

        ·     IEEE Globecom 2012

      ·     IEEE ICC 2010

      ·     IEEE ICDCS 2008

      ·     IEEE Globecom 2007

      ·     QShine 2006

      ·     IEEE ComSoc MMTC committee, 2005

   

• National Awards and Recognitions

  o    The First Class Award (the 2^nd awardee) in Natural Sciences for Research Excellence by the The Chinese Institute of Electronics (CIE) (电子学会自然科学一等奖), China in 2017.

  o    The First Class Award (the 3^rd contributor) in Natural Sciences for Research Excellence by the Guangdong Province (广东省自然科学一等奖), China in 2015.

  o    Ho Leung Ho Lee Foundation the Science and Technology Innovation Award (何梁何利基金科学与技术创新奖), 2012.

  o    The Second Class Award (the 3^rd awardee) in Natural Sciences for Research Excellence by the State Council (国家自然科学二等奖), China in 2012.

  o    The First Class Award (the 2^nd awardee) in Natural Sciences for Research Excellence by the Hubei Province (湖北省自然科学一等奖), China in 2012.

  o    Cheung Kong Chair Professor (长江讲座教授) in Huazhong University of Science and Technology, 2012-2015

  o    China Young Scientist Award (中国青年科技奖), 2012

  o    Oversea Young Investigator Award from the National Natural Science Foundation of China (NSFC), 2006

Selected conference papers

• Z Liao, Z Luo, Q Huang, L Zhang, F Wu, Q Zhang, Y Wang, "SMART: screen-based gesture recognition on commodity mobile devices", in ACM Mobicom 2021
• H. Chen, C. Wang, Q. Huang, and Q. Zhang, "ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System", in AAAI, 2020.
• Z. Luo, W. Wang, J. Qu, T. Jiang, and Q. Zhang, "ShieldScatter: Improving IoT Security with Backscatter Assistance", in ACM Sensys 2018.
• Z. Yang, Q. Huang, and Q. Zhang, "NICScatter: Backscatter as a Covert Channel in Mobile Devices",  in ACM Mobicom 2017.
• J. Zhang, Z. Wang, Z. Yang, and Q. Zhang, "Proximity Based IoT Device Authentication", IEEE Infocom 2017.
• Q. Huang, M. Yan, W. Wang, and Q. Zhang, “Battery-free Sensing Platform for Wearable Devices: The Synergy Between Two Feet”, in IEEE Infocom 2016.
• Z. Wang, Z. Yang, J. Zhang, C. Huang, and Q. Zhang, "Mobile Devices Can Afford: Light-weight Indoor Positioning with Visible Light", in ACM Mobisys 2015.
• P. Ling, X. Feng, and Q. Zhang, "Flexauc: Serving Dynamic Demands in Spectrum Trading Markets with Flexible Auction", IEEE Infocom 2014, April 2014.
• J. Zhang, H. Chen, K. Tan, R. Chandra, Y. Zhang, and Q. Zhang, "Frame Retransmissions Considered Harmful: Improving Spectrum Efficiency Using Micro-ACKs", in ACM Mobicom'12.
• S. Zhao, L. Fu, X. Wang and Q. Zhang, "Fundamental Relationship between Node Density and Delay in Wireless Ad Hoc Networks with Unreliable Links", in ACM Mobicom 2011.
• K. Wu, H. Tan, Y. Liu, J. Zhang, Q. Zhang, and L. Ni, "Free Side Channel: Bits over Interference", in ACM MobiCom, 2010.
• D. Chen, S. Yin, Q. Zhang, M. Liu, and S. Li, “Mining Spectrum Usage Data: a Large-scale Spectrum Measurement Study”, in ACM Mobicom, 2009.
• Y. Liu, Q. Zhang, and L. Ni, "Opportunity-based Topology Control in Wireless Sensor Networks",  in IEEE ICDCS, 2008. (Best Paper Award Winner)

Selected journal papers

• Y. Chen, M. Xue, J. Zhang, R. Ou, and Q. Zhang, "DetectDUI: An In-Car Detection System for Drink Driving and BACs", to appear in IEEE/ACM Transactions on Networking (ToN), 2021
• K. An, Q. Zhang, and E. Kwong, "ViscoCam: Smartphone-based Drink Viscosity Control Assistant for Dysphagia Patients", to appear in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2021.
• Q. Wang, J. Huang, Y. Chen, X. Tian, and Q. Zhang, "Privacy-Preserving and Truthful Double Auction for Heterogeneous Spectrum", in IEEE/ACM Transactions on Networking (ToN), 2019.
• Z. Yang, Z. Wang, J. Zhang, and Q. Zhang, "Lightweight Display-to-device Communication using Electromagnetic Radiation and FM Radio", Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 2 Issue 1, March 2018.
• W. Wang, L, Yang, Q. Zhang, and T, Jiang, "Securing On-Body IoT Devices By Exploiting Creeping Wave Propagation", in  IEEE Journal on Selected Areas in Communications (JSAC), 2018.
• W. Wang, Y. Chen, L. Wang, and Q. Zhang, "Sampleless Wi-Fi: Bringing Low Power to Wi-Fi Communications", in IEEE/ACM Transactions on Networking (ToN), 2017.
• W. Wang and Q. Zhang, “Privacy Preservation for Context Sensing on Smartphone”, in IEEE/ACM Transactions on Networking (ToN), Dec. 2016.
• Q. Huang,Y. Gui,F. Wu, G. Chen, and Q. Zhang, "A General Privacy Preserving Auction Mechanism for Secondary Spectrum Markets", in IEEE/ACM Transactions on Networking (ToN), 2016.
• Q. Kai, X. Wang, X. Tian, F. Wu, and Q. Zhang, "Two-Dimensional Route Switching in Cognitive Radio Networks: A Game-Theoretical Framework", IEEE/ACM Transactions on Networking (ToN), pp. 1053-1066, Vol. 23, Issue 4, Aug. 2015.
• Y. Chen, K. Wu, and Q. Zhang, "From QoS to QoE: A Survey and Tutorial on State of Art, Evolution and Future Directions of Video Quality Analysis", IEEE Communications Surveys and Tutorials, Vol. 17, Issue 2, pp. 1126-1195, May 2015.
• D. Wang, J. Liu, and Q. Zhang, "On Mobile Sensor Assisted Field Coverage", in ACM Transactions on Sensor Networks (ToSN), Volume 9 Issue 2, March 2013.

• Gabriel Y. Keung, B. Li and Q. Zhang, “The Intrusion Detection in Mobile Sensor Networks: Probabilistic Formulation, Energy Efficiency and a Distributed Algorithm”, in IEEE/ACM Transactions on Networking (ToN),  Vol. 20, No. 4, August 2012.

• J. Jia, Q. Zhang, and X. Shen, "HC-MAC: A Hardware-constrained Cognitive MAC for Efficient Spectrum Management", in IEEE JSAC special issue on "cognitive radio - Theory and Applications", Vol. 26, Issue 1, Jan. 2008.

        A full list of publications can be found here ...

• "Pushing the limit of Mobile Sensing: Intelligent and Secure Sensing Driven Design", keynote talk in IEEE ICECI conference, 2021

• "Pushing the limit of Mobile Sensing: Intelligent and Secure Sensing Driven Design", keynote talk in CCF Seminar (IoT Committee), 2021

• "Pushing the limit of Mobile Sensing: Intelligent and Secure Sensing Driven Design", invited talk in CUHK-Shenzhen, 2021

• “Bridging Between Digital Space and Physical World: IoT Sensing Driven Design", Keynote talk in IEEE MASS 2020

• "Pushing the limit of IoT Sensing: Intelligent and Secure Sensing Driven Design", Keynote talk in CNCC (China National Computer Congress), 2020

• "Beyond Communication: Intelligent and Secure IoT Sensing Driven Design", Keynote talk in International Conferences on Wireless Algorithms, Systems, and Applications (WASA), 2020.

• "Beyond Communicaiton: Intelligent and Secure IoT Sensing Leveraging RF", Advanced Technology Forum for RF Sensing, CCF, 2020.

• "AIoT Applications for Healthcare and Wellness Management", seminar talk, Fujita Health University, 2019.

• "Efficient Communication for Ubiquitous Sensing in the age of IoT", Workshop on Intelligent Network and Edge Computing, 2019.

• "Energy Efficient and Secure Communication in the Age of IoT", keynote speech, International Workshop on Wireless and Security, 2019.

• "大健康产业-物联网创新创业机遇与挑战", invited talk, Ofweek, 2019.

• "Ubiquitous Communication and Sensing in the age of IoT", invited talk, Zhejiang University, 2019.

• "Ubiquitous Communication and Sensing in the age of IoT", invited talk, ACM Turc Conference, 2019.

• "Ubiquitous Communication and Sensing in the age of IoT", invited talk, Tsinghua University, 2019

• "智能物联技术的创新, 助力大健康产业发展", invited talk, Beijing University of Chinese Medicine, 2019.

• "IoT Applications for Healthcare and Wellness Management", invited talk, HK Hospital Authority, 2018.

• "Energy-efficient Communications for IoT Devices", invited talk, Huawei Wireless Forum, 2018.

• "Health Service Innovation Leveraging IoT Technology", Innovation Forum, Nanyang Technological University, 2018.

• "Researches in Mobile Health and Smart Home", invited talk, Midea Corporate Research, July 2017.

• "物联网技术的创新对产业的改变", HKUST EMBA sharing, 2016/2017.

• "Integrated PHY/MAC Design for Next-Gen WiFi", invited talk, Huazhong University of Science and Technology, July 2013.

• "Integrated PHY/MAC Design for Next-Gen WiFi", invited talk, ComComAP conference, March 2013.

• "Economics issues related to hybrid access in femtocell networks", invited talk, Taiwan University, Aug. 2012.

• "Economics issues related to hybrid access in femtocell networks", invited talk, Taiwan Jiaotong University, Aug. 2012.

• "Remote healthcare monitoring and Internet of Healthcare Things", invited talk, Singapore Nanyang Technology University, July 2012.

• "Advances in Cognitive Radio Networks", IEEE Communication Society Distinguished Lecture Tour at Australia, Aug. 2011.

• "Cooperation in Cognitive Radio Networks”, IEEE Communication Society Distinguished Lecture Tour at Australia, Aug. 2011.

• "Advances in Cognitive Radio Networks", IEEE Communication Society Distinguished Lecture Tour at Malaysia, Dec. 2010.

• "Cooperation in Cognitive Radio Networks”, IEEE Communication Society Distinguished Lecture Tour at Malaysia, Dec. 2010.

• "Exploiting Node Mobility in Wireless Sensor Networks", IEEE Communication Society Distinguished Lecture Tour at Malaysia, Dec. 2010.

• "Spectrum Usage Understanding and Dynamic Spectrum Sharing", invited talk, Microsoft Research Redmond, June 2010

• "Spectrum Usage Understanding and Dynamic Spectrum Sharing", invited talk, Huawei DOSS Symposium, April 2010

• "Advanced topics in Cognitive Radio Networks", invited talk, JiNan University, Jan. 2010

• "Mining Spectrum Usage Data: a Large-scale Spectrum Measurement Study", invited talk, Northeastern University, Dec. 2009

• "Cooperation in Cognitive Radio Networks”, invited talk, XiDian University, May 2009

• Panel Discussion, “Current Trends in Wireless Networks”, IEEE Infocom 2009, April 2009.

• "Cooperative Cognitive Wireless Networking", invited talk, Huawei Wireless Symposium, Dec. 2008.

• Keynote speech, “Cognitive and Cooperative Wireless Networking”, IEEE WiCOM, Oct. 2008.

• Panel Discussion, "Next-Generation Wireless Networking: Opportunities and Challenges", ICST QShine, July 2008.

• Panel Discussion, "Cooperative Communication and Collaborative Computing", IEEE ICC, May 2008.

• Panel Discussion, "New Architectures and Disruptive Technologies for the Future Wireless Networks", ACM MobiHoc , May 2008.

• Panel discussion, "Networking in Challenging Environments: Hype or Reality", IEEE Infocom 2008, April 2008.

• Panel discussion, “Pervasive Computing: Dream or Reality?”, IEEE Percom 2008, March 2008.

• "Cognitive and Cooperative Wireless Networking", invited talk, Huawei Wireless Networking Forum, Feb. 2008.

• Keynote talk: "Understanding the Power of Pull-based P2P Streaming Protocol: We can do even better", (slide), Peer-to-Peer Streaming and IP-TV Workshop (P2P-TV), ACM SIGCOMM, 2007.

Professional Activities

• Editorial Activities

          Editor-in-Chief of IEEE Transactions on Mobile Computing, 2020 -

          Steering Committee Member of IEEE Transactions on Multimedia, 2014 - 2016

          Editor of IEEE Transactions on Cognitive Communications and Networking

          Editor of IEEE Transactions on Mobile Computing, 2009 - 2015

          Editor for IEEE Wireless Communications Magazine, 2011 - 2016

          ......

• Conference Organization and TPC related activities

          Steering Committee Member, IEEE Infocom

          Steering Committee Member, IEEE ICME, 2015 - 2017

          TPC Co-Chair, ACM Mobicom 2020

          TPC Co-Chair, IEEE ICME 2017

          Area TPC Chair, IEEE Infocom 2019, 2018, 2017, 2016, 2015, 2013, 2012, 2010,

          TPC Co-Chair, IEEE Infocom 2011

          TPC Vice Chair, IEEE Globecom 2010  ......

• Community Services

          Director - Technical Services (2016-2017) of IEEE ComSoc

          Members-at-Large (2016-2018) of IEEE Communications Society (ComSoc)

          Chair of Multimedia Communication Technical Committee (MMTC) of the IEEE Communications Society, 2008-2010

          Chair of Technical Affairs Committee for IEEE Asia Pacific Board (APB) of IEEE Communication Society Office, 2008-2010  ......

  More details can be found in ...