Doctoral Dissertations (7):
- Xuebing Li. Enhancing Latency Reduction and Reliability for Internet Services with QUIC and WebRTC. 2024. Public defence on Sep 23, 2024.
- Wencan Mao. Capacity planning for vehicular fog computing. 2023. Public defence on Nov 2, 2023.
- Emmi Pouta. Touch Interwoven – role of textile thinking in woven eTextile exploration. 2023. Public defence on June 19, 2023.
- Petr Byvshev, Motion and Appearance Representation Learning of Human Activities from Videos and Wearable Sensors. 2023. Public defence on April 19, 2023.
- Clayton Leite. Enabling Cost Efficiency in Sensor-Based Human Activity Recognition. 2022
- 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.
Technical reports (2):
- Transformer-Based Approaches for Sensor-Based Human Activity Recognition: Opportunities and Challenges
- Enhancing Motion Variation in Text-to-Motion Models via Pose and Video Conditioned Editing
Peer-reviewed journal articles (45):
- Multi-agent Reinforcement Learning-based Capacity Planning for On-Demand Vehicular Fog Computing
W. Mao, J. Yin, Y. Liu, B. Cho, Y. Chen, W. Rao, Y. Xiao
IEEE Transactions on Intelligent Vehicles, 2024 - Simulation-driven Design of Smart Gloves for Gesture Recognition
C. F. S. Leite, P. Byvshev, H. Mauranen, and Y. Xiao
Scientific Reports, 2024 - Understanding Work Rhythms in Software Development and Their Effects on Technical Performance
J. Zhang, Q. Gong, Y. Chen, Y. Xiao, X. Wang, A. Y. Ding
IET Software, 2024 - A Proof-of-Concept Study on Smart Gloves for Real-Time Chest Compression Performance Monitoring
S. Guridi, H. Mauranen, E. Pouta, G. Semjonova, D. T. Kahsay, C. Leite, R. Rosio, L-M. Peltonen, M. Tommila, S. Salantera, Y. Xiao
IEEE Access, 2024 - Structure from Motion-Based Mapping for Autonomous Driving: Practice and Experience
A. Zhanabatyrova, C. Leite, and Y. Xiao
ACM Transactions on Internet of Things, 2023 - On-demand Vehicular Fog Computing for Beyond 5G Networks
W. Mao, O. Akgul, Byungjin, C., Y. Xiao and A. Ylä-Jääski
IEEE Transactions on Vehicular Technology, 2023 - VFogSim: a data-driven platform for simulating vehicular fog computing environment
O. Akgul, W. Mao, Byungjin, C., and Y. Xiao
IEEE Systems Journal, 2023 - Quantum bandit with amplitude amplification exploration in an adversarial environment
B. Cho, Y. Xiao, P. Hui, and D. Dong
IEEE Transactions on Knowledge and Data Engineering, 2023. - A repeated unknown game: Decentralized task offloading in vehicular fog computing
B. Cho and Y. Xiao
IEEE Transactions on Vehicular Technology, 2023 - Automatic Map Update using Dashcam Videos
A. Zhanabatyrova, C. Leite, and Y. Xiao
IEEE Internet of Things Journal, 2023 - A human mobility dataset collected via LBSLab
Y. Zhang, Q. Gong, Y. Chen, Y. Xiao, X. Wang, P. Hui, X. Fu.
Data in Brief, 2023 - ARiana: Augmented Reality based In-Situ Annotation of Assembly Videos
T-A. Pham; T. Moesgen; S. Siltanen; J. Bergström; Y. Xiao
IEEE Access, 2022 - Artemis: A Latency-Oriented Naming and Routing System
X. Li; Y. Chen; M. Zhou; T. Guo; C. Wang; Y. Xiao; J. Wang; X. Wang
IEEE Transactions on Parallel and Distributed Systems, 2022 - Are 3D Convolutional Networks Inherently Biased towards Appearance?
P. Byvshev; P. Mettes and Y. Xiao
Journal of Computer Vision and Image Understanding, 2022 - Resource-Efficient Continual Learning for Sensor-Based Human Activity Recognition
C. F. S. Leite and Y. Xiao
ACM Transactions on Embedded Computing Systems, 2022 - A UAV-assisted Multi-task Allocation Method for Mobile Crowd Sensing
H. Gao, J. Feng, Y. Xiao, B. Zhang and W. Wang
IEEE Transactions on Mobile Computing, 2022 - Data-Driven Capacity Planning for Vehicular Fog Computing
W. Mao, O.U. Akgul, A. Mehrabidavoodabadi, B. Cho, Y. Xiao and A. Ylä-Jääski
IEEE Internet of Things, 14 pages, Jan 2022 - Learning-based decentralized offloading decision making in an adversarial environment
Cho, B. and Xiao, Y.
IEEE Transactions on Vehicular Technology, November 2021 - 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.
Sensors, 2020 - 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., Ylä-Jääski, 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. Ylä-jääski
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., König, 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. Ylä-Jääski
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. Ylä-Jääski
IEEE Transactions on Mobile Computing, vol., no., 2018 | - A low-rank tensor model for imputation of missing vehicular trafï¬c volume
G. Pastor
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 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 | - 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-Jimenez, A.J. Caamano, and R. Jäntti
IEEE Signal Processing Letters, vol. 23, no. 4, 2016 |
Peer-reviewed conference proceedings (40):
- UAV-Assisted Integrated Sensing and Communication for Emergency Rescue Activities Based on Transfer Deep Reinforcement Learning
Y. Liu, W. Mao, X. Li, W. Huangfu, Y. Ji, Y. Xiao
3rd ACM MobiCom Workshop on Integrated Sensing and Communication Systems for 6G (ACM ISACOM-WS 2024) - Understanding and predicting human behavior in interactions with autonomous systems in urban environments: a systematic review, challenges, and opportunities
D. Li, W. Mao, F. C. Pereira, Y. Xiao, X. Su, and R. Krueger.
12th Symposium of the European Association for Research in Transportation, 2024. - ThermoTouch: Exploring a modular design of a programmable wearable thermo-haptic device
E. Vikberg, Y. Tseng, T. Moesgen, R. Gowrishankar, Y. Xiao
ISIM 2024 (co-located with ACM IMX’24) - Accelerating XR Innovation through a pan-European Lab Network: An overview of the EMIL project
J. Blönnigen, C. Clarke, A. Dahn, et al.
ISIM 2024 (co-located with ACM IMX’24) - Apparent thermal motion on the forearm
T. Moesgen, H. Ho, and Y. Xiao
EuroHaptics 2024 - Pandia: Open-source Framework for DRL-based Real-time Video Streaming Control
X. Li, E. Vikberg, B. Cho, and Y. Xiao.
Proceedings of 15th ACM Multimedia Systems Conference (MMSys’24) - Beyond Hot and Cold – Exploring the Design Space of Full-Body Thermal Experiences
T. Moesgen, R. Gowrishankar, and Y. Xiao
Proceedings of ACM International Conference on Tangible, Embedded and Embodied Interaction (TEI) 2024 - Detecting and Classifying Changes in Traffic Rules using Induction Loop Data
A. Zhanabatyrova, C. Leite, and Y. Xiao
Proceedings of 2023 IEEE Conference on Big Data - Woven Variables – Investigating the Influence of Conductive Float Arrangements on the Performance of Woven Piezoresistive Pressure Sensors
J. Ma, R. Gowrishankar, E. Pouta, and Y. Xiao.
Proceedings of the 3rd edition of Textile Intersections Conference. 2023. - Benchmarking Edge Devices Using Serverless Computing
K. Rajput, C. Kulkarni, B. Cho, W. Wang, and I. Kim.
IEEE EDGE 2022. July 2022. - Designing vibrotactile motion guidance for stroke rehabilitation
T. Moesgen, A. Salovaara, E. Pouta, R. Pyykkö, Y. Xiao
ICMHI 2022. May 2022. - Energy-Efficient Multi-Task Allocation for Antenna Array Empowered Vehicular Fog Computing
X. Xie, R. Zhang, C. Zhu, R. Li, X. Bu, Y. Xiao
IEEE VTC2022-Spring, 6 pages - Balancing latency and accuracy on deep video analytics at the edge
X. Li, B. Cho and Y. Xiao
IEEE CCNC 2022. 8 pages. - 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)
http://doi.org/10.5281/zenodo.4040605 - 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 (MM’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 (CIKM’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 12–14, 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 (CIKM’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 (MDM’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. Ylä-Jääski
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. Ylä-Jääski
ACM Multimedia – Thematic Workshops, 2017 | - QoS-oriented capacity planning for edge computing
M. Noreikis, Y. Xiao, and A. Ylä-Jääski
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. Ylä-Jääski
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2016 |
Invited paper:
- 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 |
Extended abstracts (2):
- 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
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