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Zeyi Liu

Ph.D. Candidate
Tsinghua University
liuzy21 (at) mails.tsinghua.edu.cn


Welcome to my personal homepage👋

I am currently a Ph.D. candidate in the Department of Automation at Tsinghua University, with Prof. Xiao He and Prof. Donghua Zhou at the Research Center of Safety Control Technology. Prior to that, I received my B.E. degree from Southwest University, majoring in computer science and technology. During that time, I served as a research assistant in the Laboratory of Information Fusion and Intelligent Science, led by Prof. Yong Deng.

My research interests include online learning and its applications in fault diagnosis, and safety assessment, and safety control of dynamic systems. Currently, I focus on applying stream learning techniques under constrained annotations to the complex dynamic systems in industrial processes.

📖 Experience

📚 Research

Research Fields

Safety Critical Control of Dynamic Systems in Non-stationary Environment

Real-time Safety Assessment of Dynamic Systems in Non-stationary Environment

Multi-mode Fault Diagnosis of Dynamic Systems under Variable Operating Modes

Research Project

Research Statistics

📰 News

🎖 Honors

Selected Scholarships

Main Awards

📜 Services

Social Membership

Student Mentoring Assistance

Journal Reviewers

Conference Reviewers

Social Services

Talks and Presentations

📝 Main Publications [Google Scholar][DBLP]

    Journals

  1. IEEE TKDE
    Zeyi Liu, Xiao He* (*Corresponding author)
    IEEE Transactions on Knowledge and Data Engineering

  2. TechRxiv
    Zeyi Liu, Xiao He*, Biao Huang, Donghua Zhou (*Corresponding author)
    IEEE TechRxiv

  3. AAS
    Xiao He*, Zeyi Liu, Songqiao Hu, Chang Liu, Donghua Zhou (*Corresponding author)
    Acta Automatica Sinica

  4. IEEE TIM
    Pengyu Han, Shijin Chen, Zeyi Liu, Xiao He* (*Corresponding author)
    IEEE Transactions on Instrumentation and Measurement

  5. IEEE TASE
    Zeyi Liu, Xiao He* (*Corresponding author)
    IEEE Transactions on Automation Science and Engineering

  6. DIB
    Shijin Chen, Zeyi Liu, Xiao He*, Dongliang Zou, Donghua Zhou (*Corresponding author)
    Data in Brief

  7. IEEE TNNLS
    Songqiao Hu, Zeyi Liu, Minyue Li, Xiao He* (*Corresponding author)
    IEEE Transactions on Neural Networks and Learning Systems

  8. IEEE TETCI
    Zeyi Liu, Tao Wen, Yong Deng*, and Hamido Fujita (*Corresponding author)
    IEEE Transactions on Emerging Topics in Computational Intelligence

  9. IEEE TCYB
    Xiao He, Zeyi Liu* (*Corresponding author)
    IEEE Transactions on Cybernetics

  10. IEEE TII
    Zeyi Liu, Chen Li, Xiao He* (*Corresponding author)
    IEEE Transactions on Industrial Informatics

  11. IEEE TASE
    Zeyi Liu, Jingfei Zhang, Xiao He* (*Corresponding author)
    IEEE Transactions on Automation Science and Engineering

  12. IEEE TR
    Xiao He*, Chen Li, Zeyi Liu (*Corresponding author)
    IEEE Transactions on Reliability

  13. IEEE TSMCA
    Zeyi Liu, Fuyuan Xiao*, Chin-Teng Lin, Zehong Cao (*Corresponding author)
    IEEE Transactions on Systems, Man, and Cybernetics: Systems

  14. IEEE TNNLS
    Zeyi Liu, Xiao He* (*Corresponding author)
    IEEE Transactions on Neural Networks and Learning Systems

  15. IEEE TIM
    Ming Xu, Guang Zeng, Yongjun Song, Yue Cao, Zeyi Liu, Xiao He* (*Corresponding author)
    IEEE Transactions on Instrumentation and Measurement

  16. IEEE TITS
    Zeyi Liu, Xiao He* (*Corresponding author)
    IEEE Transactions on Intelligent Transportation Systems

  17. IEEE TNNLS
    Zeyi Liu, Yi Zhang, Zhongjun Ding, Xiao He* (*Corresponding author)
    IEEE Transactions on Neural Networks and Learning Systems

  18. IEEE TCST
    Zeyi Liu, Jingfei Zhang, Xiao He*, Qinghua Zhang, Guoxi Sun, Donghua Zhou (*Corresponding author)
    IEEE Transactions on Control Systems Technology

  19. IEEE TFS
    Zeyi Liu, Yong Deng*, Ronald R. Yager (*Corresponding author)
    IEEE Transactions on Fuzzy Systems

  20. IEEE TIM
    Zeyi Liu, Yong Deng, Yi Zhang, Zhongjun Ding, Xiao He* (*Corresponding author)
    IEEE Transactions on Instrumentation and Measurement

  21. IEEE TSMCA
    Zeyi Liu, Fuyuan Xiao*, Chin-Teng Lin, Byeong Ho Kang, Zehong Cao (*Corresponding author)
    IEEE Transactions on Systems, Man, and Cybernetics: Systems

  22. INS
    Zeyi Liu, Xiao He, Yong Deng* (*Corresponding author)
    Information Sciences

  23. INS
    Ran Tao, Zeyi Liu, Rui Cai*, Kanghao Cheong (*Corresponding author)
    Information Sciences

  24. IJIS
    Zeyi Liu, Fuyuan Xiao* (*Corresponding author)
    International Journal of Intelligent Systems

  25. Conferences

  26. CPCC 2024
    Zeyi Liu, Pengyu Han, Wei Li, Shijin Chen, Xiao He* (*Corresponding author)
    The 34th Chinese Process Control Conference

  27. SAFEPROCESS 2023
    Zeyi Liu, Songqiao Hu, Xiao He* (*Corresponding author)
    2023 CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes

  28. CPCC 2023
    Chen Li, Zeyi Liu, Xiao He* (*Corresponding author)
    The 34th Chinese Process Control Conference

  29. CPCC 2022
    Mengfei Mao, Zeyi Liu, Xiao He* (*Corresponding author)
    The 33th Chinese Process Control Conference

  30. S-CUBE 2023
    Songqiao Hu, Zeyi Liu, Xiao He* (*Corresponding author)
    Proceedings of 13th EAI International Conference on Sensor Systems and Software

  31. Resources

    1. Toolkit
      THU-FDD Research Group
      Open-source Codes

    2. DATASETS
      THU-FDD Research Group, MCC5 Group Shanghai Co. LTD
      Open-source Dataset

    3. DATASETS
      THU-FDD Research Group
      Open-source Dataset

    4. DATASETS
      THU-FDD Research Group
      Open-source Dataset

    5. DATASETS
      THU-FDD Research Group
      Open-source Dataset

    6. DATASETS
      THU-FDD Research Group
      Open-source Dataset

    🖼️ Photo Wall

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    💬 Contact

    Address: Haidian District, Qinghuayuan Neighborhood, China
    Office Location: Central Main Building #415
    Email: liuzy21 (at) mails.tsinghua.edu.cn
    Wechat: 130-6830-0186
    Phone: (+86) 153-2163-8693




Please feel free to contact and discuss with me.
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