Publications

To-appear:

  1. Improving Cross-Subject Activity Recognition via Adversarial Learning
    Leite, Clayton ;Xiao, Yu
    IEEE Access, 13 pages. DOI: 10.1109/ACCESS.2020.2993818

  2. Heterogeneous Non-local Fusion for Multimodal Activity Recognition

    Byvshev, Petr; Mettes, Pascal; Xiao, Yu
    Annual ACM International Conference on Multimedia Retrieval (ICMR 2020)

  3. A Learning-based Credible Participant Recruitment Strategy for Mobile Crowd Sensing

    Gao, H., Xiao, Y., Han, Y., Tian, Y., Wang, W.
    IEEE Internet of Things Journal. 2020

  4. Does Augmented Reality Affect Sociability, Entertainment, and Learning? A Field Experiment.

    Savela, N., Oksanen, A., Kaakinen, M., Noreikis, M., Xiao, Y.
    Journal of Applied Sciences, 10 (4), Feb 2020.

  5. Image-based Renovation Progress Inspection with Deep Siamese Networks.

    Byvshev, P., Pham, T., Xiao, Y.
    12th International Conference on Machine Learning and Computing (ICMLC 2020). June, 2020. Shenzhen, China. 10 pages.

  6. Understanding the Working Time of Developers in IT Companies in China and the United States

    Zhang, J., Chen, Y., Gong, Q., Ding, A., Xiao, Y., Wang, X., and Hui, P.
    IEEE Software. 2020. 

  7. Understanding the User Behavior of Foursquare: A Data-driven Study based on the Entire Network

    Chen, Y., Hu, J., Xiao, Y., Li, X., and Hui, P.
    IEEE Transactions on Computational Social Systems. 14 pages. 2020. 

Peer-reviewed journal articles:

  1. Effects of gamified augmented reality in public spaces
    Noreikis, M., Savela, N., Kaakinen, M., Xiao, Y., Oksanen A.
    IEEE Access (early access), 12 pages, October 2019

  2. Chameleon: Latency and Resolution Aware Task Offloading for Visual-based Assisted Driving
    Zhu, C
    ., Chiang, Y., Mehrabi, A., Xiao, Y., Ylä-Jääski, A., Ji, Y.
    IEEE Transactions on Vehicular Technology, 11 pages, July 2019

  3. Applying Embodied Design Improvisation for Physical Interaction in Augmented and Virtual Reality

    Lee, J., Diaz-Kommonen, L., Xiao, Y.
    Archives of Design Research, vol 32, no. 2, 2019

  4. Folo: Latency and Quality Optimized Task Allocation in Vehicular Fog Computing

    C. Zhu, J. Tao, G. Pastor, Y. Xiao, Y. Ji, Q. Zhou, Y. Li, and A. Ylä-jääski
    IEEE Internet of Things Journal, vol. 6, issue 3, pp. 4150-4161, June 2019

  5. Neurophysiological correlates of collective perceptual decision-making

    Baumgart, K. G., Byvshev, P., Sliby, A. N., Strube, A., König, P., & Wahn, B.
    European Journal of Neuroscience. 2019.

  6. Vehicular fog computing for video crowdsourcing: Applications, feasibility and challenges

    C. Zhu, G. Pastor, Y. Xiao, and A. Ylä-Jääski
    IEEE Communications Magazine, pp. 58-63, vol.56, no.10, 2018

  7. We know your preferences in new cities: Mining and modeling the behavior of travelers

    R. Xie, Y. Chen, Q. Xie, Y. Xiao, and X. Wang
    IEEE Communications Magazine, vol. 56, no. 11, pp. 28-35, November 2018

  8. Exploring the power of social hub services

    Q. Gong, Y. Chen, X. Yu, C. Xu, Z. Guo, Y. Xiao, F.B. Abdesslem, X. Wang, and P. Hui
    World Wide Web: Internet and Web Information Systems (WWW), 2018 |   pdf

  9. ViNav: A vision-based indoor navigation system for smartphones

    J. Dong, M. Noreikis, Y. Xiao, and A. Ylä-Jääski
    IEEE Transactions on Mobile Computing, vol., no., 2018  |   pdf

  10. A low-rank tensor model for imputation of missing vehicular traffic volume

    G. Pastor
    IEEE Transactions on Vehicular Technology, vol. 67, no. 9, 2018  |   pdf

  11. A survey on security, privacy and trust in mobile crowdsourcing
    W. Feng, Z. Yan, H. Zhang, K. Zeng, Y. Xiao, and Y.T. Hou
    IEEE Internet of Things Journal, vol. 5, no. 4, August 2018 |   pdf

  12. Understanding skout users’ mobility patterns on a global scale: A data-driven study
     
    R. Xie, Y. Chen, S. Lin, T. Zhang, Y. Xiao, and X. Wang,
    World Wide Web: Internet and Web Information Systems, 2018  |   pdf

  13. CTS: A cellular-based trajectory tracking system with GPS-level accuracy

    X. Huang, Y. Li, Y. Wang, Y. Xiao, and L. Zhang
    ACM Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 1, no. 4, 2018  |   pdf

  14. Measurement and analysis of the swarm social network with tens of millions of nodes

    Y. Chen, J. Hu, H. Zhang, Y. Xiao, and P. Hui
    IEEE Access, vol. PP, no. 99, 2018  |   pdf

  15. Diamond: Nesting the data center network with wireless rings in 3-D space

    Y. Cui, S. Xiao, X. Wang, Z. Yang, S. Yan, C. Zhu, X. Li, and N. Ge.
    IEEE/ACM Transactions on Networking, vol. PP, no. 99, 2016  |   pdf

  16. Modeling, profiling, and debugging the energy consumption of mobile devices

    M.A. Hoque, M. Siekkinen, K.N. Khan, Y. Xiao, and S. Tarkoma
    ACM Computing Surveys (CSUR), vol. 48, no. 3, 2016  |   pdf

  17. Asymptotic expansions for heavy-tailed data

    G. Pastor, I. Mora-Jiménez, A.J. Caamaño, and R. Jäntti
    IEEE Signal Processing Letters, vol. 23, no. 4, 2016  |   pdf

Peer-reviewed conference proceedings:

  1. Improving Resource Efficiency of Deep Activity Recognition via Redundancy Reduction     
    Leite, C., Xiao, Y.
    21st International workshop on mobile computing systems and applications (HotMobile 2020). March 3-4, 2020. Austin Texas, US. 6 pages.    (Presentation on YouTube)

  2. DeepLoc: Deep Neural Network-based Telco Localization
    (Best Paper Award)

    Zhang, Y.,  Xiao, Y., Zhao, K., and Rao, W.
    16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous 2019), pp. 258-267, November 12–14, 2019, Houston, United States. ACM, New York, NY, USA.

  3. Detecting Malicious Accounts in Online Developer Communities Using Deep Learning

    Gong, Q., Zhang, J., Chen, Y., Li, Q., Xiao, Y., Wang, X. and Hui, P.
    28th ACM International Conference on Information and Knowledge Management (CIKM’19), 10 pages, Nov. 2019.

  4. CrowParking: Crowdsourcing based parking navigation in autonomous driving era

    Zhu, C., Mehrabi, A.,  Xiao, Y., Wen, Y.
    International Conference on Electromagnetics in Advanced Applications (ICEAA 2019), 5 pages, September 2019

  5. Artemis: A Practical Low-Latency Naming and Routing System

    Li, X., Liu, B., Chen, Y.,  Xiao, Y., Tang, J., Wang, X.
    48th International Conference on Parallel Processing (ICPP’19), 10 pages, August 2019

  6. Edge Capacity Planning for Real Time Compute-Intensive Applications

    M. Noreikis, Y. Xiao, Y. Jiang
    IEEE International Conference on Fog Computing (ICFC), 10 pages, June 2019

  7. Traffic Congestion Prediction by Spatiotemporal Propagation Patterns

    Di, X., Xiao, Y., Zhu, C., Deng, Y., Zhao, Q., Rao, W.
    20th IEEE International Conference on Mobile Data Management (MDM’19), 6 pages, June 2019.

  8. Reasonable Weirdness: Integrating Machine Perspective in Visual Creativity

    Min, S., Lee, J.
    International Symposium on Electronic Art (ISEA), pp. 233-239, 2019

  9. Low-cost mapping of RFID tags using reader-equipped smartphones

    Y. Sato, M. Noreikis, and Y. Xiao
    IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), pp. 299-307, 2018

  10. An empirical study of the usage of the swarm app’s cross-site sharing feature

    S. Lin, R. Xie, Y. Chen, Y. Xiao, and P. Hui
    Workshop on Mining and Learning from Smartphones Apps for Users (AppLens, In conjunction with ACM UbiComp), pp. 823-832, 2018

  11. Identification of influential users in emerging online social networks using cross-site linking

    Q. Gong, Y. Chen, X. He, F. Li, Y. Xiao, P. Hui, X. Wang, and X. Fu
    Chinese Conference on Computer Supported Cooperative Work and Social Computing (ChineseCSCW), 2018

  12. SnapTask: towards efficient visual crowdsourcing for indoor mapping

    M. Noreikis, Y. Xiao
    , J. Hu, and  Y. Chen,
    IEEE Conference on Distributed Computing Systems (ICDCS), 2018

  13. Fog following me: Latency and quality balanced task allocation in vehicular fog computing

    C. ZhuG. PastorY. Xiao, L. Yong, and A. Ylä-Jääski
    Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 2018  |   pdf

  14. A 5G-V2X Based Collaborative Motion Planning for Autonomous Industrial Vehicles at Road Intersections

    Y. Shi, Y. Pan, Z. Zhang, Y. Li and Y. Xiao
    2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

  15. Measurement and analysis of the reviews in Airbnb

    Q. Zhou, Y. Chen, C. Ma, F. Li, Y. Xiao, X. Wang, and X. Fu
    IFIP Networking Conference (Networking), 2018

  16. Unsupervised workflow extraction from first-person video of mechanical assembly

    T. Pham
    , and Y. Xiao
    ACM International Workshop on Mobile Computing Systems and Applications (HotMobile), 2018  |   pdf

  17. SeeNav: Seamless and energy-efficient indoor navigation using augmented reality

    M. NoreikisY. Xiao, and A. Ylä-Jääski
    ACM Multimedia – Thematic Workshops, 2017  |   pdf

  18. QoS-oriented capacity planning for edge computing

    M. Noreikis
    Y. Xiao, and A. Ylä-Jääski
    IEEE International Conference on Communications (ICC), 2017  |   pdf

  19. Vehicular fog computing: Vision and challenges

    Y. Xiao, and C. Zhu
    IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2017  |   pdf

  20. Indoor tracking using crowdsourced maps

    J. Dong, Y. Xiao, Z. Ou, Y. Cui, and A. Ylä-Jääski
    ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2016  |   pdf

Invited papers:

  1. Understanding the behavioural differences between American and German users: A data-driven study
    C. Yang, Y. Chen, Q. Gong, X. He, Y. Xiao, Y. Huang, and X. Fu
    Big Data Mining and Analytics, vol. 1, no. 4, 2018  |   pdf

Extended abstracts:

  1. Deep Neural Network-based Telco Outdoor Localization
    Y. Zhang, W. Rao, Y. Xiao.
    The 16th ACM Conference on Embedded Networked Sensor Systems (SenSys), 2018

  2. Crowdsourced geocaching for indoor maps reconstruction
    M. Noreikis, Y. Xiao
    The 19th International Workshop on Mobile Computing Systems and Applications (HotMobile), 2018

Doctoral Dissertations:

  1. Marius Noreikis. Enabling Ubiquitous Augmented Reality with Crowdsourced Indoor Mapping and Localization. 2019.