Personnel Information

写真a

Xiaokang ZHOU


Title

Associate Professor

Field

Field of Data Science

Seeds

https://www.shiga-u.ac.jp/wp/wp-content/uploads/seeds17-14.pdf

Research Interests 【 display / non-display

  • behavior and cognitive informatics

  • human-computer interaction

  • information seeking and recommendation

  • ubiquitous & social computing

  • data mining and analytics

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Graduating School 【 display / non-display

  • Shanghai University, School of Computer Engineering and Science , Computer Science and Technology

    University, 2006.06, Graduated

Graduate School 【 display / non-display

  • Waseda University, Graduate School, Division of Human Science, Networked Information System

    Doctor's Course, 2014.07, Completed, Japan

Campus Career 【 display / non-display

  • Shiga University Faculty of Data science,Associate Professor, 2020.04 - Now

  • Shiga University Faculty of Data science,Instructor, 2017.04 - 2020.03

  • Shiga University Center for Education and Research of Data Science,Instructor, 2016.04 - 2017.03

External Career 【 display / non-display

  • RIKEN RIKEN Center for Advanced Intelligence Project (AIP), Researcher, 2017.08 - Now

Association Memberships 【 display / non-display

  • ACM, 2016 - Now

  • IEEE, 2012 - Now

Research Areas 【 display / non-display

  • Informatics / Information network

 

Papers 【 display / non-display

  • Searchable and Secure Edge Pre-cache Scheme for Intelligent 6G Wireless Systems, Future Generation Computer Systems, vol.140 (p.129 - 137) , 2023.03, C. Wang, T. Zhou, J. Shen, W. Wang, and X. Zhou

    DOI:10.1016/j.future.2022.10.012, Research paper (scientific journal), Multiple Authorship

    Authorship:Last author, Corresponding author  

  • LesionTalk: Core Data Extraction and Multi-Class Lesion Detection in IoT based Intelligent Healthcare, ACM Transactions on Sensor Networks, vol.19 (3) (p.1 - 20) , 2023.03, K. Guo, F. Zhu, X. Zhou, L. Zhang, Y. Wang, and J. Kang

    DOI:10.1145/3526194, Research paper (scientific journal), Multiple Authorship

    Authorship:Corresponding author  

  • Edge Enabled Two-Stage Scheduling Based on Deep Reinforcement Learning for Internet of Everything, IEEE Internet of Things Journal, vol.10 (4) (p.3295 - 3304) , 2023.02, X. Zhou, W. Liang, K. Yan, W. Li, K. Wang, J. Ma, and Q. Jin

    DOI:10.1109/JIOT.2022.3179231, Research paper (scientific journal), Multiple Authorship

    Authorship:Lead author  

  • C-fDRL: Context-Aware Privacy-Preserving Offloading through Federated Deep Reinforcement Learning in Cloud-Enabled IoT, IEEE Transactions on Industrial Informatics, vol.19 (2) (p.1155 - 1164) , 2023.02, Y. Xu, M. Z. A. Bhuiyan, T. Wang, X. Zhou, and A. Singh

    DOI:10.1109/TII.2022.3149335, Research paper (scientific journal), Multiple Authorship

  • Safe: Synergic Data Filtering for Federated Learning in Cloud-Edge Computing, IEEE Transactions on Industrial Informatics, vol.19 (2) (p.1655 - 1665) , 2023.02, X. Xu, H. Li, Z. Li, and X. Zhou

    DOI:10.1109/TII.2022.3195896, Research paper (scientific journal), Multiple Authorship

    Authorship:Last author, Corresponding author  

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Books 【 display / non-display

  • Big Data: Algorithms, Analytics, and Applications, CRC Press, Taylor & Francis Group, 2015.02, X. Zhou and Q. Jin

    Scholarly book,Organic Streams: A Unified Framework for Personal Big Data Integration and Organization towards Social Sharing and Individualized Sustainable Use, Joint author

Presentations 【 display / non-display

  • The 20th IEEE International Symposium on Parallel and Distributed Processing with Applications, International presentation, 2022.12, Non-Cooperative Game for Edge Server Placement in Wireless Body Area Network, Oral presentation (general)

  • The 19th IEEE International Conference on Ubiquitous Intelligence and Computing, International presentation, 2022.12, An Intelligent Resource Scheduling Method with Edge Channel Deployment for BPM, Oral presentation (general)

  • The 2022 IEEE Autonomous and Trusted Vehicles Conference, International presentation, 2022.12, Vehicle Check-In Data-Driven POI Recommendation Based on Improved SVD and Graph Convolutional Network, Oral presentation (general)

  • The 19th IEEE International Conference on Ubiquitous Intelligence and Computing, International presentation, 2022.12, Lymphoma Ultrasound Image Classification with Causal Attention and Feature Fusion, Oral presentation (general)

  • The 30th ACM International Conference on Multimedia, International presentation, 2022.10, Video Moment Retrieval with Hierarchical Contrastive Learning, Oral presentation (general)

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Awards 【 display / non-display

  • IEEE Outstanding Leadership Award, 2022.12, Award from international society, conference, symposium, etc.

  • Best Paper Award, 2022.12, Award from international society, conference, symposium, etc.

  • Outstanding Paper Award, 2022.12, Award from international society, conference, symposium, etc.

  • IEEE HITC Award for Excellence in Hyper-Intelligence Systems (Early Career Researcher), 2022.12, International academic award (Japan or overseas)

  • Best Paper Award, 2022.08, Award from international society, conference, symposium, etc.

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Committee Memberships 【 display / non-display

  • Connection Science, Associate Editor, 2023.03 - Now

  • Journal of Systems Architecture, Guest Editor, 2023.01 - Now

  • Computer Modeling in Engineering & Sciences, Guest Editor, 2022.12 - 2023.08

  • IEEE Internet of Things Journal, Associate Editor, 2022.11 - Now

  • IEEE Internet of Things Journal, Guest Editor, 2022.08 - Now

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