Papers under single-blind peer review:
- A. Zhanabatyrova, C. Leite, and Y. Xiao, “Automatic Map Update using Dashcam Videos“, arXiv, Sep 2021, https://arxiv.org/abs/2109.12131
W. Mao, O.U. Akgul, A. Mehrabidavoodabadi, B. Cho, Y. Xiao and A. Ylä-Jääski, “Data-Driven Capacity Planning for Vehicular Fog Computing,”. TechRxiv, May 2021, 14 pages, https://doi.org/10.36227/techrxiv.14555103.v1
Peer-reviewed journal articles:
- Learning-based decentralized offloading decision making in an adversarial environment
Cho, B. and Xiao, Y.
IEEE Transactions on Vehicular Technology, 10.1109/TVT.2021.3115899. early access
Ajalon: Simplifying the Authoring of Wearable Cognitive Assistants
Pham, T., Wang, W., Xiao, Y., Pillai, P., Iyengar, R., Klatzky, R., Satyanarayanan, M.
Journal of Software: Practice and Experience, 25 pages, May 2021
Cross-site prediction on social influence for cold-start users in emerging online social networks
Gong, Q., Chen, Y., He, X., Xiao, Y., Hui, P., Wang, X., and Fu, X.
ACM Transactions on the Web. 23 pages. May 2021.
FlexSensing: A QoI and latency aware task allocation scheme for vehicle-based visual crowdsourcing via deep Q-network
Zhu, C., Chiang, Y., Xiao, Y., Ji, Y.
IEEE Internet of Things, 2020
5G Beyond 3GPP Release 15 for Connected Automated Mobility in Cross-Border Contexts
Velez, G., MartÃn, Ã., Pastor, G., Mutafungwa, E.
Constructing Measures of Sparsity
Pastor, G., Mora-Jimenez, I., Jantti, R., Caamano, A.
IEEE Transactions on Knowledge and Data Engineering, doi: 10.1109/TKDE.2020.3029851
Improving Cross-Subject Activity Recognition via Adversarial Learning
Leite, Clayton ;Xiao, Yu
IEEE Access, 13 pages. DOI: 10.1109/ACCESS.2020.2993818
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.
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.
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
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.
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
Chameleon: Latency and Resolution Aware Task Offloading for Visual-based Assisted Driving
Zhu, C., Chiang, Y., Mehrabi, A., Xiao, Y., YlÃ¤-JÃ¤Ã¤ski, A., Ji, Y.
IEEE Transactions on Vehicular Technology, 11 pages, July 2019
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
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. YlÃ¤-jÃ¤Ã¤ski
IEEE Internet of Things Journal, vol. 6, issue 3, pp. 4150-4161, June 2019
Neurophysiological correlates of collective perceptual decision-making
Baumgart, K. G., Byvshev, P., Sliby, A. N., Strube, A., KÃ¶nig, P., & Wahn, B.
European Journal of Neuroscience. 2019.
Vehicular fog computing for video crowdsourcing: Applications, feasibility and challenges
C. Zhu, G. Pastor, Y. Xiao, and A. YlÃ¤-JÃ¤Ã¤ski
IEEE Communications Magazine, pp. 58-63, vol.56, no.10, 2018
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
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 |
ViNav: A vision-based indoor navigation system for smartphones
J. Dong, M. Noreikis, Y. Xiao, and A. YlÃ¤-JÃ¤Ã¤ski
IEEE Transactions on Mobile Computing, vol., no., 2018 |
A low-rank tensor model for imputation of missing vehicular trafï¬c volume
IEEE Transactions on Vehicular Technology, vol. 67, no. 9, 2018 |
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 |
Understanding skout usersâ€™ 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 |
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 |
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 |
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 |
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 |
Asymptotic expansions for heavy-tailed data
G. Pastor, I. Mora-JimÃ©nez, A.J. CaamaÃ±o, and R. JÃ¤ntti
IEEE Signal Processing Letters, vol. 23, no. 4, 2016 |
Peer-reviewed conference proceedings:
- Optimal sensor channel selection for resource-efficient deep activity recognition.
Leite, C., Xiao, Y.
ACM IPSN 2021. 13 pages. May 2021.
- Arpilleras Parlantes: Designing Educational Material for the Creation of Interactive Textile Art based on a Traditional Chilean Craft
Guridi, S., Vicencio T., Gajardo R.
ACM TEI 2021. 11 pages.
Dataset: A video set of wooden box assembly
Zhang, J., Byvshev, P., Xiao, Y.
3rd Workshop on Data Acquisition to Analysis (DATA’20)
VIMES: A wearable memory assistance system for automatic information retrieval
Fernandez, C., Braud, T., Yang, J., Mirjafari, S., Shi, B., Xiao, Y., Hui, P.
28th ACM International Conference on Multimedia (MMâ€™20), 10 pages
Heterogeneous Non-local Fusion for Multimodal Activity Recognition
Byvshev, Petr; Mettes, Pascal; Xiao, Yu
Annual ACM International Conference on Multimedia Retrieval (ICMR 2020). Video Presentation
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.
- Deep graph convolutional networks for incident-driven traffic speed prediction
Xie, Q., Guo, T., Chen, Y., Xiao, Y., Wang, X., and Zhao, B.
29th ACM International Conference on Information and Knowledge Management (CIKMâ€™20)
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)
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 12â€“14, 2019, Houston, United States. ACM, New York, NY, USA.
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 (CIKMâ€™19), 10 pages, Nov. 2019.
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
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
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
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 (MDMâ€™19), 6 pages, June 2019.
Reasonable Weirdness: Integrating Machine Perspective in Visual Creativity
Min, S., Lee, J.
International Symposium on Electronic Art (ISEA), pp. 233-239, 2019
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
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
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
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
Fog following me: Latency and quality balanced task allocation in vehicular fog computing
C. Zhu, G. Pastor, Y. Xiao, L. Yong, and A. YlÃ¤-JÃ¤Ã¤ski
Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 2018 |
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)
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
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 |
SeeNav: Seamless and energy-efficient indoor navigation using augmented reality
M. Noreikis, Y. Xiao, and A. YlÃ¤-JÃ¤Ã¤ski
ACM Multimedia – Thematic Workshops, 2017 |
QoS-oriented capacity planning for edge computing
M. Noreikis, Y. Xiao, and A. YlÃ¤-JÃ¤Ã¤ski
IEEE International Conference on Communications (ICC), 2017 |
Vehicular fog computing: Vision and challenges
Y. Xiao, and C. Zhu
IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2017 |
Indoor tracking using crowdsourced maps
J. Dong, Y. Xiao, Z. Ou, Y. Cui, and A. YlÃ¤-JÃ¤Ã¤ski
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2016 |
- 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 |
- Deep Neural Network-based Telco Outdoor Localization
Y. Zhang, W. Rao, Y. Xiao.
The 16th ACM Conference on Embedded Networked Sensor Systems (SenSys), 2018
Crowdsourced geocaching for indoor maps reconstruction
M. Noreikis, Y. Xiao
The 19th International Workshop on Mobile Computing Systems and Applications (HotMobile), 2018
- Chao Zhu. Task allocation and resource scheduling in vehicular fog computing. 2020.
- Marius Noreikis. Enabling Ubiquitous Augmented Reality with Crowdsourced Indoor Mapping and Localization. 2019.