{"id":14,"date":"2017-12-05T00:44:07","date_gmt":"2017-12-04T22:44:07","guid":{"rendered":"http:\/\/mobilecloud.aalto.fi\/?page_id=14"},"modified":"2026-04-08T21:38:02","modified_gmt":"2026-04-08T19:38:02","slug":"publications","status":"publish","type":"page","link":"https:\/\/mobilecloud.aalto.fi\/?page_id=14","title":{"rendered":"Publications"},"content":{"rendered":"\n

Doctoral Dissertations (8):<\/strong><\/p>\n\n\n\n

    \n
  1. Aziza Zhanabatyrova. Crowdsourced 3D Semantic Mapping and Change Detection in Urban Driving Environment<\/a>s.<\/strong> 2025. Public defense on March 24, 2025.<\/li>\n\n\n\n
  2. Xuebing Li. Enhancing Latency Reduction and Reliability for Internet Services with QUIC and WebRTC<\/a><\/strong>. 2024. Public defence on Sep 23, 2024<\/a>.<\/li>\n\n\n\n
  3. Wencan Mao. Capacity planning for vehicular fog computing<\/a><\/strong>. 2023. Public defence on Nov 2, 2023<\/a>. <\/li>\n\n\n\n
  4. Emmi Pouta. Touch Interwoven – role of textile thinking in woven eTextile exploration<\/a><\/strong>. 2023. Public defence on June 19, 2023.<\/li>\n\n\n\n
  5. Petr Byvshev, Motion and Appearance Representation Learning of Human Activities from Videos and Wearable Sensors<\/a><\/strong>. 2023. Public defence on April 19, 2023. <\/a><\/li>\n\n\n\n
  6. Clayton Leite. Enabling Cost Efficiency in Sensor-Based Human Activity Recognition<\/a>.<\/strong> 2022<\/li>\n\n\n\n
  7. Chao Zhu. Task allocation and resource scheduling in vehicular fog computing<\/strong><\/a>. <\/strong>2020. <\/li>\n\n\n\n
  8. Marius Noreikis. Enabling Ubiquitous Augmented Reality with Crowdsourced Indoor Mapping and Localization<\/a><\/strong>. 2019.<\/li>\n<\/ol>\n\n\n\n

    Technical reports<\/strong> (6):<\/strong><\/p>\n\n\n\n

      \n
    1. Exploring Human-AI Collaboration in E-Textile Design: A Case Study on Flex Sensor Placement for Shoulder Motion Detection<\/strong><\/a><\/li>\n\n\n\n
    2. Look in the Middle: Structural Anchor Pruning for Scalable Visual RAG Indexing<\/strong><\/a><\/li>\n\n\n\n
    3. Efficient Online Continual Learning in Sensor-Based Human Activity Recognition<\/strong><\/a><\/li>\n\n\n\n
    4. Transformer-Based Approaches for Sensor-Based Human Activity Recognition: Opportunities and Challenges<\/a><\/strong><\/li>\n\n\n\n
    5. Enhancing Motion Variation in Text-to-Motion Models via Pose and Video Conditioned Editing<\/a><\/strong><\/li>\n\n\n\n
    6. StrengthSense: A Dataset of IMU Signals Capturing Everyday Strength-Demanding Activities<\/strong><\/a><\/li>\n<\/ol>\n\n\n\n

      Peer-reviewed journal articles (57)<\/strong>:<\/span><\/p>\n\n\n\n

        \n
      1. Dynamic and Heterogeneous Network Slicing for Vehicular Edge Computing Based on Two-Timescale Reinforcement Learning<\/strong> <\/a>
        X. Li, W. Mao, X. Xu, Y. Liu, W. Huangfu, K. Long, Y. Xiao<\/strong>, and Y. Ji
        IEEE Transactions on Mobile Computing. 2026<\/li>\n\n\n\n
      2. A review on deep learning for vision-based hand detection, hand segmentation and hand gesture recognition in human\u2013robot interaction<\/a><\/strong>
        R. Jalayer, M. Jalayer<\/strong>, C. Orsenigo, M. Tomizuka
        Robotics and Computer-Integrated Manufacturing, 2025 <\/li>\n\n\n\n
      3. A Review on Sound Source Localization in Robotics: Focusing on Deep Learning Methods<\/strong><\/a>
        R. Jalayer, M. Jalayer<\/strong>, A. Baniasadi.
        Applied Sciences, 2025<\/li>\n\n\n\n
      4. Enhancing knowledge graph interactions: A comprehensive Text-to-Cypher pipeline with large language models<\/a>
        <\/strong>C. Yang, C. Li<\/strong>, X. Hu, H. Yu, J. Lu.
        Information Processing and Management, 2025<\/li>\n\n\n\n
      5. Energy-efficient Joint Beamforming and Trajectory Optimization for UAV-Enabled Integrated Sensing and Communication<\/a><\/strong>
        B. He, W. Mao, Y. Liu, W. Huangpu, Y. Xiao<\/strong>, F. Wang, Y. Ji
        IEEE Transactions on Communications, 2025<\/li>\n\n\n\n
      6. Resource Allocation for UAV-Enabled Spatio-Temporal Crowdsourcing in Smart Cities<\/a><\/strong>
        Y. Liu, W. Mao, X. Li, W. Huangpu, Y. Xiao<\/strong>, Y. Ji, H. Zhang, K. Long
        IEEE Transactions on Vehicular Technology, 2025<\/li>\n\n\n\n
      7. Joint Task Scheduling and Resource Allocation for UAV-Assisted Air-Ground Collaborative Integrated Sensing, Computation, and Communication<\/a><\/strong>
        Y. Liu, W. Mao<\/strong>, X. Li, W. Huangfu, Y. Ji, Y. Xiao<\/strong>, K. Long
        IEEE Transactions on Communications, 2025<\/li>\n\n\n\n
      8. Analyzing the behaviors of pedestrians and cyclists in interactions with autonomous systems using controlled experiments: A literature review<\/a><\/strong>
        D. Li, W. Mao, F.C. Pereira, S. Xiang, Y. Xiao<\/strong>, R. Krueger
        TRF: Traffic Psychology and Behaviour, 2025<\/li>\n\n\n\n
      9. A comparison between a resuscitation glove and standard manual compressions on the quality of chest compressions: Manikin-based randomized crossover trial<\/strong><\/a>
        D. T. Kahsay, M. Tommila, L-M. Peltonen, E. L\u00f6yttyniemi, Y. Xiao, H. Mauranen<\/strong>, S. Salanter\u00e4
        Journal of Cardiovascular Nursing, 2025<\/li>\n\n\n\n
      10. Aeacus: QUIC-powered Low-latency and Strong-consistency Name Resolution in 5G<\/a><\/strong>
        X. Li, B. Cho<\/strong>, S. Katta, J. C. Requena, Y. Xiao<\/strong>.
        IEEE Transactions on Mobile Computing. 2025. <\/li>\n\n\n\n
      11. Cooperative Path Planning with Asynchronous Multiagent Reinforcement Learning<\/a>
        <\/strong> J. Yin, W. Rao, Y. Xiao<\/strong>, K. Tang
        IEEE Transactions on Mobile Computing. 2025. <\/li>\n\n\n\n
      12. Multi-agent Reinforcement Learning-based Capacity Planning for On-Demand Vehicular Fog Computing<\/a><\/strong>
        W. Mao<\/strong>, J. Yin, Y. Liu, B. Cho<\/strong>, Y. Chen, W. Rao, Y. Xiao<\/strong>
        IEEE Transactions on Intelligent Vehicles, 2024<\/li>\n\n\n\n
      13. Simulation-driven Design of Smart Gloves for Gesture Recognition<\/strong><\/a>
        C. F. S. Leite, P. Byvshev, H. Mauranen, and Y. Xiao<\/strong>
        Scientific Reports, 2024<\/li>\n\n\n\n
      14. Toward an Accurate Mobility Trajectory Recovery using Contrastive Learning<\/a><\/strong>
        Y. Liu, Y. Chen, J. Zhang, Y. Xiao<\/strong>, X. Wang
        Front Inform Technol Electron Eng, 2024<\/li>\n\n\n\n
      15. Understanding Work Rhythms in Software Development and Their Effects on Technical Performance<\/a><\/strong>
        J. Zhang, Q. Gong, Y. Chen, Y. Xiao<\/strong>, X. Wang, A. Y. Ding
        IET Software, 2024<\/li>\n\n\n\n
      16. A Proof-of-Concept Study on Smart Gloves for Real-Time Chest Compression Performance Monitoring<\/a><\/strong>
        S. Guridi, H. Mauranen, E. Pouta,<\/strong> G. Semjonova, D. T. Kahsay, C. Leite<\/strong>, R. Rosio, L-M. Peltonen, M. Tommila, S. Salantera, Y. Xiao<\/strong>
        IEEE Access, 2024<\/li>\n\n\n\n
      17. Structure from Motion-Based Mapping for Autonomous Driving: Practice and Experience<\/a>
        A. Zhanabatyrova, C. Leite, and Y. Xiao<\/strong>
        ACM Transactions on Internet of Things, 2023<\/li>\n\n\n\n
      18. On-demand Vehicular Fog Computing for Beyond 5G Networks<\/a><\/strong>
        W. Mao, O. Akgul, Byungjin, C., Y. Xiao <\/strong> and A. Yl\u00e4-J\u00e4\u00e4ski
        IEEE Transactions on Vehicular Technology, 2023 <\/li>\n\n\n\n
      19. VFogSim: a data-driven platform for simulating vehicular fog computing environment<\/a><\/strong>
        O. Akgul, W. Mao, Byungjin, C., and Y. Xiao<\/strong>
        IEEE Systems Journal, 2023 <\/li>\n\n\n\n
      20. Quantum bandit with amplitude amplification exploration in an adversarial environment<\/a><\/strong>
        B. Cho, Y. Xiao,<\/strong> P. Hui, and D. Dong
        IEEE Transactions on Knowledge and Data Engineering, 2023.<\/li>\n\n\n\n
      21. A repeated unknown game: Decentralized task offloading in vehicular fog computing<\/a><\/strong>
        B. Cho and Y. Xiao<\/strong>
        IEEE Transactions on Vehicular Technology, 2023 <\/li>\n\n\n\n
      22. Automatic Map Update using Dashcam Videos<\/a><\/strong>
        A. Zhanabatyrova, C. Leite, and Y. Xiao<\/strong>
        IEEE Internet of Things Journal, 2023<\/li>\n\n\n\n
      23. A human mobility dataset collected via LBSLab<\/a><\/strong>
        Y. Zhang, Q. Gong, Y. Chen, Y. Xiao<\/strong>, X. Wang, P. Hui, X. Fu.
        Data in Brief, 2023<\/li>\n\n\n\n
      24. ARiana: Augmented Reality based In-Situ Annotation of Assembly Videos<\/a><\/strong>
        T-A. Pham<\/strong>; T. Moesgen<\/strong>; S. Siltanen; J. Bergstr\u00f6m; Y. Xiao<\/strong>
        IEEE Access, 2022<\/li>\n\n\n\n
      25. Artemis: A Latency-Oriented Naming and Routing System<\/a><\/strong>
        X. Li<\/strong>; Y. Chen; M. Zhou; T. Guo; C. Wang; Y. Xiao<\/strong>; J. Wang; X. Wang
        IEEE Transactions on Parallel and Distributed Systems, 2022<\/li>\n\n\n\n
      26. Are 3D Convolutional Networks Inherently Biased towards Appearance?<\/a><\/strong>
        P. Byvshev<\/strong>; P. Mettes and Y. Xiao<\/strong>
        Journal of Computer Vision and Image Understanding, 2022<\/li>\n\n\n\n
      27. Resource-Efficient Continual Learning for Sensor-Based Human Activity Recognition<\/a><\/strong>
        C. F. S. Leite<\/strong> and Y. Xiao<\/strong>
        ACM Transactions on Embedded Computing Systems, 2022<\/li>\n\n\n\n
      28. A UAV-assisted Multi-task Allocation Method for Mobile Crowd Sensing<\/strong><\/a>
        H. Gao, J. Feng, Y. Xiao,<\/strong> B. Zhang and W. Wang
        IEEE Transactions on Mobile Computing, 2022<\/li>\n\n\n\n
      29. Data-Driven Capacity Planning for Vehicular Fog Computing<\/a><\/strong>
        W. Mao, O.U. Akgul<\/strong>, A. Mehrabidavoodabadi, B. Cho, Y. Xiao<\/strong> and A. Yl\u00e4-J\u00e4\u00e4ski
        IEEE Internet of Things, 14 pages, Jan 2022<\/li>\n\n\n\n
      30. Learning-based decentralized offloading decision making in an adversarial environment<\/a><\/strong> <\/a>
        Cho, B. <\/strong>and Xiao, Y. <\/strong>
        IEEE Transactions on Vehicular Technology, November 2021<\/li>\n\n\n\n
      31. Ajalon: Simplifying the Authoring of Wearable Cognitive Assistants<\/a><\/strong>
        Pham, T.<\/strong>, Wang, W., Xiao, Y.<\/strong>, Pillai, P., Iyengar, R., Klatzky, R., Satyanarayanan, M.
        Journal of Software: Practice and Experience, 25 pages, May 2021<\/li>\n\n\n\n
      32. Cross-site prediction on social influence for cold-start users in emerging online social networks<\/a><\/strong>
        Gong, Q., Chen, Y., He, X., Xiao, Y.<\/strong>, Hui, P., Wang, X., and Fu, X.
        ACM Transactions on the Web. 23 pages. May 2021. <\/li>\n\n\n\n
      33. FlexSensing: A QoI and latency aware task allocation scheme for vehicle-based visual crowdsourcing via deep Q-network<\/a><\/strong>
        Zhu, C.<\/strong>, Chiang, Y., Xiao, Y.<\/strong>, Ji, Y.
        IEEE Internet of Things, 2020<\/li>\n\n\n\n
      34. 5G Beyond 3GPP Release 15 for Connected Automated Mobility in Cross-Border Contexts<\/a><\/strong>
        Velez, G., Mart\u00c3\u00adn, \u00c3\u0081., Pastor, G.<\/strong>, Mutafungwa, E.
        Sensors<\/em>, 2020<\/li>\n\n\n\n
      35. Constructing Measures of Sparsity<\/a><\/strong>
        Pastor, G.<\/strong>, Mora-Jimenez, I., Jantti, R., Caamano, A.
        IEEE Transactions on Knowledge and Data Engineering, doi: 10.1109\/TKDE.2020.3029851<\/li>\n\n\n\n
      36. Improving Cross-Subject Activity Recognition via Adversarial Learning<\/a><\/strong>
        Leite, Clayton <\/strong>;Xiao, Yu<\/strong>
        IEEE Access, 13 pages. DOI: 10.1109\/ACCESS.2020.2993818<\/li>\n\n\n\n
      37. Understanding the User Behavior of Foursquare: A Data-driven Study based on the Entire Network<\/a><\/strong>
        Chen, Y., Hu, J., Xiao, Y.<\/strong>, Li, X., and Hui, P.
        IEEE Transactions on Computational Social Systems. 14 pages. 2020. <\/li>\n\n\n\n
      38. Understanding the Working Time of Developers in IT Companies in China and the United States<\/a><\/strong>
        Zhang, J., Chen, Y., Gong, Q., Ding, A., Xiao, Y.<\/strong>, Wang, X., and Hui, P.
        IEEE Software. 2020. <\/li>\n\n\n\n
      39. A Learning-based Credible Participant Recruitment Strategy for Mobile Crowd Sensing<\/a><\/strong>
        Gao, H., Xiao, Y.<\/strong>, Han, Y., Tian, Y., Wang, W.
        IEEE Internet of Things Journal. 2020<\/li>\n\n\n\n
      40. Does Augmented Reality Affect Sociability, Entertainment, and Learning? A Field Experiment.<\/a><\/strong>
        Savela, N., Oksanen, A., Kaakinen, M., Noreikis, M., Xiao, Y.<\/strong>
        Journal of Applied Sciences, 10 (4), Feb 2020.<\/li>\n\n\n\n
      41. Effects of gamified augmented reality in public spaces<\/strong><\/a>
        Noreikis, M.<\/strong>, Savela, N., Kaakinen, M., Xiao, Y.<\/strong>, Oksanen A.
        IEEE Access (early access), 12 pages, October 2019<\/li>\n\n\n\n
      42. Chameleon: Latency and Resolution Aware Task Offloading for Visual-based Assisted Driving<\/a>
        Zhu, C<\/strong>., Chiang, Y., Mehrabi, A., Xiao, Y<\/strong>., Yl\u00e4-J\u00e4\u00e4ski, A., Ji, Y.
        IEEE Transactions on Vehicular Technology<\/strong>, 11 pages, July 2019<\/li>\n\n\n\n
      43. Applying Embodied Design Improvisation for Physical Interaction in Augmented and Virtual Reality<\/a><\/strong>
        Lee, J.,<\/strong> Diaz-Kommonen, L., Xiao, Y.<\/strong>
        Archives of Design Research, vol 32, no. 2, 2019<\/li>\n\n\n\n
      44. Folo: Latency and Quality Optimized Task Allocation in Vehicular Fog Computing <\/strong><\/a>
        C. Zhu<\/strong>, J. Tao, G. Pastor, Y. Xiao<\/strong>, Y. Ji, Q. Zhou, Y. Li, and A. Yl\u00e4-j\u00e4\u00e4ski
        IEEE Internet of Things Journal<\/strong>, vol. 6, issue 3, pp. 4150-4161, June 2019<\/li>\n\n\n\n
      45. Neurophysiological correlates of collective perceptual decision-making<\/a><\/strong>
        Baumgart, K. G., Byvshev, P.<\/strong>, Sliby, A. N., Strube, A., K\u00c3\u00b6nig, P., & Wahn, B.
        European Journal of Neuroscience. 2019.<\/li>\n\n\n\n
      46. Vehicular fog computing for video crowdsourcing: Applications, feasibility and challenges<\/a><\/strong>
        C. Zhu<\/strong>, G. Pastor<\/strong>, Y. Xiao<\/strong>, and A. Yl\u00c3\u00a4-J\u00c3\u00a4\u00c3\u00a4ski
        IEEE Communications Magazine<\/strong>, pp. 58-63, vol.56, no.10, 2018<\/li>\n\n\n\n
      47. We know your preferences in new cities: Mining and modeling the behavior of travelers<\/a>
        <\/strong>R. Xie, Y. Chen, Q. Xie, Y. Xiao<\/strong>, and X. Wang
        <\/strong>IEEE Communications Magazine, vol. 56, no. 11, pp. 28-35, November 2018<\/li>\n\n\n\n
      48. Exploring the power of social hub services<\/a>
        <\/strong>Q. Gong, Y. Chen, X. Yu, C. Xu, Z. Guo, Y. Xiao<\/strong>, F.B. Abdesslem, X. Wang, and P. Hui
        <\/strong>World Wide Web: Internet and Web Information Systems (WWW), 2018 |           \"pdf\"<\/a><\/li>\n\n\n\n
      49. ViNav: A vision-based indoor navigation system for smartphones<\/a><\/strong>
        J. Dong, M. Noreikis<\/strong>, Y. Xiao<\/strong>, and A. Yl\u00e4-J\u00e4\u00e4ski
        IEEE Transactions on Mobile Computing<\/strong>, vol., no., 2018  |           \"pdf\"<\/a>
        <\/a><\/figure><\/li>\n\n\n\n
      50. A low-rank tensor model for imputation of missing vehicular traf\u00ef\u00ac\u0081c volume<\/a><\/strong>
        G. Pastor<\/strong>
        IEEE Transactions on Vehicular Technology<\/strong>, vol. 67, no. 9, 2018  |          \"pdf\"<\/a>
        <\/a><\/figure><\/li>\n\n\n\n
      51. A survey on security, privacy and trust in mobile crowdsourcing<\/a>
        <\/strong>W. Feng, Z. Yan, H. Zhang, K. Zeng, Y. Xiao<\/strong>, and Y.T. Hou
        IEEE Internet of Things Journal, vol. 5, no. 4, August 2018 |           \"pdf\"<\/a>
        <\/a><\/figure><\/li>\n\n\n\n
      52. Understanding skout users’ mobility patterns on a global scale: A data-driven study<\/a><\/strong> 
        <\/strong>R. Xie, Y. Chen, S. Lin, T. Zhang, Y. Xiao<\/strong>, and X. Wang,
        World Wide Web: Internet and Web Information Systems, 2018  |           \"pdf\"<\/a>
        <\/a><\/figure><\/li>\n\n\n\n
      53. CTS: A cellular-based trajectory tracking system with GPS-level accuracy<\/a><\/strong>
        X. Huang, Y. Li, Y. Wang, Y. Xiao<\/strong>, and L. Zhang
        ACM Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 1, no. 4, 2018  |           \"pdf\"<\/a>
        <\/a><\/figure><\/li>\n\n\n\n
      54. Measurement and analysis of the swarm social network with tens of millions of nodes<\/a><\/strong>
        Y. Chen, J. Hu, H. Zhang, Y. Xiao<\/strong>, and P. Hui
        IEEE Access, vol. PP, no. 99, 2018  |           \"pdf\"<\/a>
        <\/a><\/figure><\/li>\n\n\n\n
      55. Diamond: Nesting the data center network with wireless rings in 3-D space<\/a>
        <\/strong>Y. Cui, S. Xiao, X. Wang, Z. Yang, S. Yan, C. Zhu,<\/strong> X. Li, and N. Ge.
        IEEE\/ACM Transactions on Networking, vol. PP, no. 99, 2016  |           \"pdf\"<\/a>
        <\/a><\/figure><\/li>\n\n\n\n
      56. Modeling, profiling, and debugging the energy consumption of mobile devices<\/a>
        <\/strong>M.A. Hoque, M. Siekkinen, K.N. Khan, Y. Xiao<\/strong>, and S. Tarkoma
        ACM Computing Surveys (CSUR), vol. 48, no. 3, 2016  |           \"pdf\"<\/a>
        <\/a><\/figure><\/li>\n\n\n\n
      57. Asymptotic expansions for heavy-tailed data<\/strong><\/a>
        G. Pastor<\/strong>, I. Mora-Jimenez, A.J. Caamano, and R. J\u00e4ntti
        IEEE Signal Processing Letters, vol. 23, no. 4, 2016  |           \"pdf\"<\/a>
        <\/a><\/figure><\/li>\n<\/ol>\n\n\n\n

        Peer-reviewed conference proceedings (53):<\/strong><\/p>\n\n\n\n

          \n
        1. Virtual Sauna \u2013 Evaluating an Immersive Thermal Motion Experience<\/strong>
          T. Moesgen<\/strong>, D. Degraen, A. Salovaara, Y. Xiao<\/strong>
          ACM IMX’26. <\/li>\n\n\n\n
        2. UAV-Enabled Integrated Sensing, Semantic Communication, and Computation: Disaster-Oriented Edge Computing and Sensing<\/strong>
          Y. Liu, W. Mao, X. Li, Y. Xiao<\/strong>, W. Huangfu and K. Long
          IEEE ICFEC’26 <\/li>\n\n\n\n
        3. FediScan: Collaborative Social Bot Detection in the Fediverse<\/strong>
          M. Gao, W. Wen, H. Du, Q. Duan, Y. Xiao<\/strong>, Y. Li, X. Wang, Y. Chen
          The Web Conference 2026<\/li>\n\n\n\n
        4. A Portable Hybrid Quantum-Classical Neural Network for Continual Learning<\/strong>.
          Z. Yang<\/strong>, Y. Bai, C. Li<\/strong>, and Y. Xiao<\/strong>.
          QC-AI 2026 (co-located with QCNC 2026)<\/li>\n\n\n\n
        5. LingoMotion: An Interpretable and Unambiguous Symbolic Representation for Human Motion<\/strong>
          Y. Zhang, Z. Liu, Y. Xiao<\/strong>
          IEEE Percom 2026 WiP<\/li>\n\n\n\n
        6. S2TKD: Dual-Student Knowledge Distillation for Industrial Visual Anomaly Detection and Localization<\/a>
          C. Li,<\/strong> C. Yang, Y. Xiao<\/strong>
          IEEE Big Data 2025<\/li>\n\n\n\n
        7. E-static Sensors: Leveraging Triboelectricity for Enabling Gesture-based Interactions with Everyday Textiles<\/a><\/strong>
          R. Gowrishankar<\/strong>, C. Leite, H. Mauranen, Y. Xiao<\/strong>
          ACM MobileHCI\u201925 Late-breaking<\/li>\n\n\n\n
        8. Higher-Order Information Matters: A Representation Learning Approach for Social Bot Detection<\/strong>
          M. Gao, Q. Duan, B. Liu, Y. Xiao<\/strong>, X. Wang and Y. Chen
          ACM CIKM\u201925<\/li>\n\n\n\n
        9. Comparative Analysis of Knitting Patterns for Wearable Resistive Strain Sensors in Joint Motion Measurements<\/a><\/strong>
          A. Schepers, Y. Zhang, Y. Xiao<\/strong>
          29th annual International Symposium on Wearable Computers (ISWC’25)<\/li>\n\n\n\n
        10. Assessing Knit Parameters and Performance of Strain Sensors Made from Stainless Steel and Polypyrrole-based Yarns<\/a>
          R. Gowrishankar, <\/strong>I. Mattila, M. Iannacchero, F. Bazarir, J. Vapaavuori, Y. Xiao<\/strong>
          SoftWearables’25, co-located with Ubicomp\/ISWC’25<\/li>\n\n\n\n
        11. Object Localization and Change Detection in Urban Environments using Dashcam Videos<\/a><\/strong>
          A. Zhanabatyrova, Y. Xiao<\/strong>, A. Elalailyi, F. Remondino.
          Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1\/W5-2025<\/li>\n\n\n\n
        12. FediLive: A Framework for Collecting and Preprocessing Snapshots of Decentralized Online Social Networks<\/a><\/strong>
          S. Min, S. Wang, Y. Luo, M. Gao, Q. Gong, Y. Chen and Y. Xiao<\/strong>
          WWW’25 <\/li>\n\n\n\n
        13. EGGPU: Enabling Efficient Large-Scale Network Analysis with Consumer-Grade GPUs<\/a><\/strong>
          J. Tang, M. Gao, Y. Xiao<\/strong>, C. Li, and Y. Chen
          SocialMeta ’24<\/li>\n\n\n\n
        14. UAV-Assisted Integrated Sensing and Communication for Emergency Rescue Activities Based on Transfer Deep Reinforcement Learning<\/a><\/strong>
          Y. Liu, W. Mao, X. Li, W. Huangfu, Y. Ji, Y. Xiao<\/strong>
          3rd ACM MobiCom Workshop on Integrated Sensing and Communication Systems for 6G (ACM ISACOM-WS 2024)<\/li>\n\n\n\n
        15. Understanding and predicting human behavior in interactions with autonomous systems in urban environments: a systematic review, challenges, and opportunities<\/a><\/strong>
          D. Li, W. Mao<\/strong>, F. C. Pereira, Y. Xiao<\/strong>, X. Su, and R. Krueger.
          12th<\/sup> Symposium of the European Association for Research in Transportation, 2024.<\/li>\n\n\n\n
        16. ThermoTouch: Exploring a modular design of a programmable wearable thermo-haptic device<\/a><\/strong>
          E. Vikberg, Y. Tseng, T. Moesgen, R. Gowrishankar, Y. Xiao<\/strong>
          ISIM 2024 (co-located with ACM IMX’24)<\/li>\n\n\n\n
        17. Accelerating XR Innovation through a pan-European Lab Network: An overview of the EMIL project<\/a><\/strong>
          J. Bl\u00f6nnigen, C. Clarke, A. Dahn, et al.
          ISIM 2024 (co-located with ACM IMX’24)<\/li>\n\n\n\n
        18. Apparent thermal motion on the forearm<\/a><\/strong>
          T. Moesgen<\/strong>, H. Ho, and Y. Xiao<\/strong>
          EuroHaptics 2024<\/li>\n\n\n\n
        19. Pandia: Open-source Framework for DRL-based Real-time Video Streaming Control<\/a><\/strong>
          X. Li, E. Vikberg, B. Cho, and Y. Xiao.<\/strong>
          Proceedings of 15th ACM Multimedia Systems Conference (MMSys’24)<\/li>\n\n\n\n
        20. Beyond Hot and Cold \u2013 Exploring the Design Space of Full-Body Thermal Experiences<\/a><\/strong>
          T. Moesgen, R. Gowrishankar, and Y. Xiao<\/strong>
          Proceedings of ACM International Conference on Tangible, Embedded and Embodied Interaction (TEI) 2024<\/li>\n\n\n\n
        21. Detecting and Classifying Changes in Traffic Rules using Induction Loop Data<\/a><\/strong>
          A. Zhanabatyrova, C. Leite, and Y. Xiao<\/strong>
          Proceedings of 2023 IEEE Conference on Big Data<\/li>\n\n\n\n
        22. Woven Variables – Investigating the Influence of Conductive Float Arrangements on the Performance of Woven Piezoresistive Pressure Sensors<\/a><\/strong>
          J. Ma, R. Gowrishankar,<\/strong> E. Pouta, and Y. Xiao.<\/strong>
          Proceedings of the 3rd edition of Textile Intersections Conference. 2023.<\/li>\n\n\n\n
        23. Benchmarking Edge Devices Using Serverless Computing<\/a><\/strong>
          K. Rajput, C. Kulkarni, B. Cho<\/strong>, W. Wang, and I. Kim.
          IEEE EDGE 2022. July 2022. <\/li>\n\n\n\n
        24. Designing vibrotactile motion guidance for stroke rehabilitation<\/a><\/strong>
          T. Moesgen<\/strong>, A. Salovaara, E. Pouta<\/strong>, R. Pyykk\u00f6, Y. Xiao<\/strong>
          ICMHI 2022. May 2022. <\/li>\n\n\n\n
        25. Energy-Efficient Multi-Task Allocation for Antenna Array Empowered Vehicular Fog Computing<\/a><\/strong>
          X. Xie, R. Zhang, C. Zhu, R. Li, X. Bu, Y. Xiao<\/strong>
          IEEE VTC2022-Spring, 6 pages<\/li>\n\n\n\n
        26. Balancing latency and accuracy on deep video analytics at the edge<\/strong> <\/a>
          X. Li, B. Cho and Y. Xiao
          IEEE CCNC 2022. 8 pages. <\/li>\n\n\n\n
        27. Optimal sensor channel selection for resource-efficient deep activity recognition.<\/a><\/strong>
          Leite, C., Xiao, Y.<\/strong>
          ACM IPSN 2021. 13 pages. May 2021.<\/li>\n\n\n\n
        28. Arpilleras Parlantes: Designing Educational Material for the Creation of Interactive Textile Art based on a Traditional Chilean Craft<\/a><\/strong>
          Guridi, S.<\/strong>, Vicencio T., Gajardo R.
          ACM TEI 2021. 11 pages.<\/li>\n\n\n\n
        29. Dataset: A video set of wooden box assembly<\/a><\/strong>
          Zhang, J., Byvshev, P., Xiao, Y. <\/strong>
          3rd Workshop on Data Acquisition to Analysis (DATA’20)
          http:\/\/doi.org\/10.5281\/zenodo.4040605 <\/a> <\/li>\n\n\n\n
        30. VIMES: A wearable memory assistance system for automatic information retrieval<\/a><\/strong>
          Fernandez, C., Braud, T., Yang, J., Mirjafari, S., Shi, B., Xiao, Y.<\/strong>, Hui, P.
          28th ACM International Conference on Multimedia (MM’20), 10 pages<\/li>\n\n\n\n
        31. Heterogeneous Non-local Fusion for Multimodal Activity Recognition<\/a>
          Byvshev, Petr<\/strong>; Mettes, Pascal; Xiao, Yu<\/strong>
          Annual ACM International Conference on Multimedia Retrieval (ICMR 2020).           Video Presentation<\/strong><\/a>
          <\/li>\n\n\n\n
        32. Image-based Renovation Progress Inspection with Deep Siamese Networks.<\/a><\/strong>
          <\/a>Byvshev, P., Pham, T., Xiao, Y.<\/strong>
          12th International Conference on Machine Learning and Computing (ICMLC 2020). June, 2020. Shenzhen, China. 10 pages.
          <\/li>\n\n\n\n
        33. Deep graph convolutional networks for incident-driven traffic speed prediction<\/a><\/strong>
          Xie, Q., Guo, T., Chen, Y., Xiao, Y.<\/strong>, Wang, X., and Zhao, B.
          29th ACM International Conference on Information and Knowledge Management (CIKM\u00e2\u20ac\u212220)
          <\/li>\n\n\n\n
        34. Improving Resource Efficiency of Deep Activity Recognition via Redundancy Reduction<\/a>     <\/strong>
          Leite, C., Xiao, Y.<\/strong>
          21st International workshop on mobile computing systems and applications (HotMobile 2020). March 3-4, 2020. Austin Texas, US. 6 pages.    (          Presentation on YouTube<\/a>)<\/li>\n\n\n\n
        35. DeepLoc: Deep Neural Network-based Telco Localization<\/a> (Best Paper Award)<\/strong>
          Zhang, Y.,  Xiao, Y.<\/strong>, 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\u00e2\u20ac\u201c14, 2019, Houston, United States. ACM, New York, NY, USA.<\/li>\n\n\n\n
        36. Detecting Malicious Accounts in Online Developer Communities Using Deep Learning<\/b><\/a>
          Gong, Q., Zhang, J., Chen, Y., Li, Q., Xiao, Y.<\/strong>, Wang, X. and Hui, P.
          28th ACM International Conference on Information and Knowledge Management (CIKM\u00e2\u20ac\u212219), 10 pages, Nov. 2019.<\/li>\n\n\n\n
        37. CrowParking: Crowdsourcing based parking navigation in autonomous driving era<\/a><\/strong>
          Zhu, C., <\/strong>Mehrabi, A.,  Xiao, Y.<\/strong>, Wen, Y.
          International Conference on Electromagnetics in Advanced Applications (ICEAA 2019), 5 pages, September 2019<\/li>\n\n\n\n
        38. Artemis: A Practical Low-Latency Naming and Routing System<\/strong><\/a>
          Li, X., Liu, B., Chen, Y.,  Xiao, Y.<\/strong>, Tang, J., Wang, X.
          48th International Conference on Parallel Processing (ICPP’19), 10 pages, August 2019<\/li>\n\n\n\n
        39. Edge Capacity Planning for Real Time Compute-Intensive Applications<\/a><\/strong>
          M. Noreikis<\/strong>, Y. Xiao<\/strong>, Y. Jiang
          IEEE International Conference on Fog Computing (ICFC), 10 pages, June 2019<\/li>\n\n\n\n
        40. Traffic Congestion Prediction by Spatiotemporal Propagation Patterns<\/strong><\/a>
          Di, X., Xiao, Y.<\/strong>, Zhu, C.<\/strong>, Deng, Y., Zhao, Q., Rao, W.
          20th<\/sup> IEEE International Conference on Mobile Data Management (MDM’19), 6 pages, June 2019.<\/li>\n\n\n\n
        41. Reasonable Weirdness: Integrating Machine Perspective in Visual Creativity<\/a><\/strong>
          Min, S., Lee, J.<\/strong>
          International Symposium on Electronic Art (ISEA), pp. 233-239, 2019<\/li>\n\n\n\n
        42. Low-cost mapping of RFID tags using reader-equipped smartphones<\/strong><\/a>
          Y. Sato<\/strong>, M. Noreikis<\/strong>, and Y. Xiao<\/strong>
          IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), pp. 299-307, 2018
          <\/strong><\/li>\n\n\n\n
        43. An empirical study of the usage of the swarm app’s cross-site sharing feature<\/a>
          <\/strong>S. Lin, R. Xie, Y. Chen, Y. Xiao<\/strong>, and P. Hui
          <\/strong>Workshop on Mining and Learning from Smartphones Apps for Users (AppLens, In conjunction with ACM UbiComp), pp. 823-832, 2018<\/li>\n\n\n\n
        44. Identification of influential users in emerging online social networks using cross-site linking<\/a>
          <\/strong>Q. Gong, Y. Chen, X. He, F. Li, Y. Xiao<\/strong>, P. Hui, X. Wang, and X. Fu
          <\/strong>Chinese Conference on Computer Supported Cooperative Work and Social Computing (ChineseCSCW), 2018<\/li>\n\n\n\n
        45. SnapTask: towards efficient visual crowdsourcing for indoor mapping<\/a>
          M. Noreikis, Y. Xiao<\/strong>, J. Hu, and  Y. Chen,
          IEEE Conference on Distributed Computing Systems (ICDCS)<\/strong>, 2018<\/li>\n\n\n\n
        46. Fog following me: Latency and quality balanced task allocation in vehicular fog computing<\/a><\/strong>
          C. Zhu<\/strong>, G. Pastor<\/strong>, Y. Xiao<\/strong>, L. Yong, and A. Yl\u00e4-J\u00e4\u00e4ski
          Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)<\/strong>, 2018  <\/li>\n\n\n\n
        47. A 5G-V2X Based Collaborative Motion Planning for Autonomous Industrial Vehicles at Road Intersections<\/a><\/strong>
          Y. Shi, Y. Pan, Z. Zhang, Y. Li and Y. Xiao<\/strong>
          2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)<\/li>\n\n\n\n
        48. Measurement and analysis of the reviews in Airbnb<\/a><\/strong>
          Q. Zhou, Y. Chen, C. Ma, F. Li, Y. Xiao<\/strong>, X. Wang, and X. Fu
          IFIP Networking Conference (Networking), 2018<\/li>\n\n\n\n
        49. Unsupervised workflow extraction from first-person video of mechanical assembly<\/a>
          T. Pham<\/strong>, and Y. Xiao<\/strong>
          ACM International Workshop on Mobile Computing Systems and Applications (HotMobile)<\/strong>, 2018 <\/li>\n\n\n\n
        50. SeeNav: Seamless and energy-efficient indoor navigation using augmented reality<\/a><\/strong>
          M. Noreikis<\/strong>, Y. Xiao<\/strong>, and A. Yl\u00e4-J\u00e4\u00e4ski
          ACM Multimedia – Thematic Workshops, 2017  <\/li>\n\n\n\n
        51. QoS-oriented capacity planning for edge computing<\/a>
          M. Noreikis<\/strong>, Y. Xiao<\/strong>, and A. Yl\u00c3\u00a4-J\u00c3\u00a4\u00c3\u00a4ski
          IEEE International Conference on Communications (ICC), 2017  <\/li>\n\n\n\n
        52. Vehicular fog computing: Vision and challenges<\/a>
          Y. Xiao<\/strong>, and C. Zhu
          <\/strong>IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2017  <\/li>\n\n\n\n
        53. Indoor tracking using crowdsourced maps<\/a>
          <\/strong>J. Dong, Y. Xiao<\/strong>, Z. Ou, Y. Cui, and A. Yl\u00e4-J\u00e4\u00e4ski
          ACM\/IEEE International Conference on Information Processing in Sensor Networks (IPSN)<\/strong>, 2016  <\/li>\n<\/ol>\n\n\n\n

          Invited paper:<\/strong><\/p>\n\n\n\n

            \n
          1. Understanding the behavioural differences between American and German users: A data-driven study<\/a>
            <\/strong>C. Yang, Y. Chen, Q. Gong, X. He, Y.<\/strong> Xiao<\/strong>, Y. Huang, and X. Fu
            Big Data Mining and Analytics, vol. 1, no. 4, 2018  <\/li>\n<\/ol>\n\n\n\n

            Extended abstracts (5):<\/strong><\/p>\n\n\n\n

              \n
            1. Demonstrating Virtual Sauna \u2013 Experiencing Thermal Motion through Wearable Haptics for VR
              T. Moesgen, R. Gowrishankar, E. Vikberg, H. Hsu, P. Johansson, Y. Xiao<\/strong>
              ACM CHI’26 demo session<\/li>\n\n\n\n
            2. Revisiting the impact of domain similarity on the performance of cross-domain few-shot activity recognition<\/a><\/strong>
              C. Li, Y. Xiao <\/strong>
              IEEE BigData’25<\/li>\n\n\n\n
            3. An Evaluation Framework for Textile Stretch Sensor Layouts based on Mutual Information<\/strong> <\/a>
              J. Mo, N. Qu, Y. Wan, L. Chen, Y. Xiao<\/strong>, Q. Wang
              ACM Ubicomp\/ISWC’25 <\/li>\n\n\n\n
            4. Deep Neural Network-based Telco Outdoor Localization<\/strong><\/a>
              Y. Zhang, W. Rao, Y. Xiao.<\/strong>
              The 16th ACM Conference on Embedded Networked Sensor Systems (SenSys), 2018<\/li>\n\n\n\n
            5. Crowdsourced geocaching for indoor maps reconstruction<\/a>
              <\/strong> M. Noreikis, Y. Xiao<\/strong>
              The 19th International Workshop on Mobile Computing Systems and Applications (HotMobile), 2018<\/li>\n<\/ol>\n\n\n\n

              <\/p>\n","protected":false},"excerpt":{"rendered":"

              Doctoral Dissertations (8): Technical reports (6): Peer-reviewed journal articles (57): Peer-reviewed conference proceedings (53): Invited paper: Extended abstracts (5):<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/mobilecloud.aalto.fi\/index.php?rest_route=\/wp\/v2\/pages\/14"}],"collection":[{"href":"https:\/\/mobilecloud.aalto.fi\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mobilecloud.aalto.fi\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mobilecloud.aalto.fi\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mobilecloud.aalto.fi\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14"}],"version-history":[{"count":477,"href":"https:\/\/mobilecloud.aalto.fi\/index.php?rest_route=\/wp\/v2\/pages\/14\/revisions"}],"predecessor-version":[{"id":2168,"href":"https:\/\/mobilecloud.aalto.fi\/index.php?rest_route=\/wp\/v2\/pages\/14\/revisions\/2168"}],"wp:attachment":[{"href":"https:\/\/mobilecloud.aalto.fi\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}