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Jie Xu

Photo of Jie Xu

Jie Xu

Assistant Professor | College of Engineering | Electrical & Computer Engineering Department
Work Phone: (305) 284-8387


Resume
Intranet

Biography

Jie Xu received the Ph.D. degree in Electrical Engineering from the University of California, Los Angeles, in 2015. In July 2015, he joined the Department of Electrical and Computer Engineering at the University of Miami where he is an Assistant Professor. His current research focuses on incentives design for network security, timely information sharing and processing, epidemic risk modeling in strategic networks, and energy-efficient communication networks. He published more than 40 journal and conference papers in the areas of signal processing, communication networks and economics. He received the Distinguished Ph.D. Dissertation award from UCLA.

Research Interests

Mobile Edge Computing, Machine Learning, Game Theory, Network Security

HIGHER EDUCATION

    • University of California, Los Angeles, California, Ph.D. in Electrical Engineering. (2015)
    • Tsinghua University, China, M.S. in Electronic Engineering. (2010)
    • Tsinghua University, China, B.S. in Electronic Engineering. (2008)

EXPERIENCE

    • University of Miami, Assistant Professor. Electrical and Computer Engineering (2015 - Present)
    • University of California, Graduate Research Assistant. Electrical Engineering (2010 - 2015)

PUBLICATIONS

  • Juried or Refereed Journal Articles or Exhibitions

    • Xu, J., Moon, K. -., van der Schaar, M. (2017).A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs. IEEE J. Sel. Topics Signal Process., PP, 1.
    • Yuan, Z., Xu, J., van der Schaar, M. (2016).Bits Learning: User-adjustable Privacy versus Accuracy in Internet Traffic Classification. IEEE Communications Letters.
    • Xu, J., Song, L., van der Schaar, M., Xu, J., Pottie, G. (2016).Personalized Active Learning for Activity Classification using Wireless Wearable Sensors. IEEE J. Sel. Topics in Signal Process..
    • Xu, J., Xing, T., van der Schaar, M. (2016).Personalized Course Sequence Recommendation. IEEE Trans. Signal Process..
    • Meier, Y., Xu, J., Atan, O., van der Schaar, M. (2016).Predicting Grades. IEEE Trans. Signal Process..
    • Mastronarde, N., Patel, V., Xu, J., van der Schaar, M., Liu, L. (2016).To Relay or Not to Relay: Learning Device-to-Device Relaying Strategies in Cellular Networks. IEEE Trans. Mobile Computing.
    • Li, S., Xu, J., van der Schaar, M., Li, W. (2016).Trend-Aware Video Caching through Online Learning. accepted by IEEE Trans. Multimedia.
    • Wolf, M., van der Schaar, M., Kim, H., Xu, J. (2015).Analysis and Decision-Making in Caring Environments for Adults with Special Needs Adults. IEEE Design & Test - Special issue on ‰ÛÏCyber Physical systems for Medical Applications‰Û�.
    • Xu, J., Tekin, C., van der Schaar, M. (2015).Distributed Multi-Agent Online Learning with Global Feedback. IEEE Trans. Signal Process..
    • Xu, J., van der Schaar, M. (2015).Efficient Working and Shirking in Networks. IEEE J. Sel. Areas Commun. - Bonus Issue for Emerging Technologies.
    • Xu, J., van der Schaar, M. (2015).Incentive-Compatible Demand-Side Management for Smart Grids based on Review Strategies. EURASIP Journal on Advances in Signal Processing.
    • Xu, J., Deng, D., Demiryurek, U., Shahabi, C., van der Schaar, M. (2015).Mining the Situation: Spatiotemporal Traffic Prediction with Big Data. IEEE J. Sel. Topics Signal Process. ‰ÛÒ Special issue on ‰ÛÏSignal Processing for Big Data‰Û�.
    • Shen, C., Xu, J., van der Schaar, M. (2015).Silence is Gold: Strategic Interference Mitigation Using Tokens in Heterogeneous Small Cell Networks. IEEE J. Sel. Areas Commun. - Special issue on ‰ÛÏHeterogenous Communication Networks‰Û�.
    • Song, L., Hsu, W., Xu, J., van der Schaar, M. (2015).Using Contextual Learning to Improve Diagnostic Accuracy: Application in Breast Cancer Screening. IEEE Journal of Biomedical and Health Informatics.
    • Xu, J., van der Schaar, M., Liu, J., Li, H. (2014).Forecasting Popularity of Videos using Social Media. IEEE J. Sel. Topics Signal Process. - Special issue on ‰ÛÏSituational Awareness from Networked Sensors and Social Media‰Û�.
    • Xu, J., Andreopoulos, Y., Xiao, Y., van der Schaar, M. (2014).Non-stationary Resource Allocation Policies for Delay-constrained Video Streaming: Application to Video over Internet-of-Thingsenabled Networks. IEEE J. Sel. Areas Commun. - Special issue on ‰ÛÏAdaptive Media Streaming‰Û�.
    • Xu, J., Song, Y., van der Schaar, M. (2014).Sharing in Networks of Strategic Agents. IEEE J. Sel. Topics Signal Process. - Special issue on "Signal Processing for Social Networks".
    • Zame, W., Xu, J., van der Schaar, M. (2013).Cooperative Multi-Agent Learning and Coordination for Cognitive Radio Networks. IEEE J. Sel. Areas Commun. - Special issue on ‰ÛÏCognitive Radio Series‰Û�.
    • Xu, J., Zame, W., van der Schaar, M. (2013).Efficient Online Exchange via Fiat Money. Economic Theory.
    • Zhou, S., Xu, J., Niu, Z. (2013).Interference-Aware Relay Selection Scheme for Two-Hop Relay Networks with Multiple Source-Destination Pairs. IEEE Trans. Vehi. Tech..
    • Xu, J., van der Schaar, M. (2013).Token System Design for Wireless Relay Networks with SelfInterested Transceivers. IEEE Trans. Commun..
    • Zame, W., Xu, J., van der Schaar, M. (2013).Winning the Lottery: Learning Perfect Coordination with Minimal Feedback. IEEE J. Sel. Topics Signal Process. - Special issue on ‰ÛÏLearning-Based Decision Making in Dynamic Systems under Uncertainty‰Û�.
    • Xu, J., van der Schaar, M. (2012).Social Norm Design for Information Exchange Systems with Limited Observations. IEEE J. Sel. Areas Commun. - Special issue on ‰ÛÏEconomics of Communication Networks and Systems‰Û�.