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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 real-time safety assessment, safety control, and fault diagnosis of dynamic systems. Currently, I focus on applying stream learning techniques under constrained annotations to the complex dynamic systems in industrial processes. In addition, I am also interested in applying the advanced technologies studied to address issues in environmental engineering fields such as hydrology and atmospheric science.

📖 Experience

📚 Research

Research Fields

Safety-guaranteed 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/PC Member

Social Services

Talks and Presentations

📝 Main Publications [Google Scholar][DBLP]

    Journals

  1. IEEE TNNLS
    Chen Li, Zeyi Liu, Xiao He, Pengyu Han
    IEEE Transactions on Neural Networks and Learning Systems

  2. IEEE TASE
    Pengyu Han, Zeyi Liu, Xiao He, Steven X Ding, Donghua Zhou
    IEEE Transactions on Automation Science and Engineering

  3. NeuroC
    Wei Li, Zeyi Liu, Pengyu Han, Xiao He, Limin Wang, Tao Zhang
    Neurocomputing

  4. EJOR
    Tao Wen, Rui Zheng, Ting Wu, Zeyi Liu, Mi Zhou, Tahir Abbas Syed, Darminder Ghataoura, Yu-wang Chen
    European Journal of Operational Research

  5. IEEE TAI
    Ming Xu, Tuo Shi, Hao Zhang, Zeyi Liu, Xiao He
    IEEE Transactions on Artificial Intelligence

  6. IEEE TKDE
    Zeyi Liu, Xiao He
    IEEE Transactions on Knowledge and Data Engineering

  7. TechRxiv
    Zeyi Liu, Xiao He, Biao Huang, Donghua Zhou
    IEEE TechRxiv

  8. AAS
    Xiao He, Zeyi Liu, Songqiao Hu, Chang Liu, Donghua Zhou
    Acta Automatica Sinica

  9. IEEE TIM
    Pengyu Han, Shijin Chen, Zeyi Liu, Xiao He
    IEEE Transactions on Instrumentation and Measurement

  10. IEEE TASE
    Zeyi Liu, Xiao He
    IEEE Transactions on Automation Science and Engineering

  11. DIB
    Shijin Chen#, Zeyi Liu#, Xiao He, Dongliang Zou, Donghua Zhou
    Data in Brief

  12. IEEE TNNLS
    Songqiao Hu, Zeyi Liu, Minyue Li, Xiao He
    IEEE Transactions on Neural Networks and Learning Systems

  13. IEEE TETCI
    Zeyi Liu#, Tao Wen#, Yong Deng, and Hamido Fujita
    IEEE Transactions on Emerging Topics in Computational Intelligence

  14. IEEE TCYB
    Xiao He, Zeyi Liu
    IEEE Transactions on Cybernetics

  15. IEEE TII
    Zeyi Liu, Chen Li, Xiao He
    IEEE Transactions on Industrial Informatics

  16. IEEE TASE
    Zeyi Liu, Jingfei Zhang, Xiao He
    IEEE Transactions on Automation Science and Engineering

  17. IEEE TR
    Xiao He, Chen Li, Zeyi Liu
    IEEE Transactions on Reliability

  18. IEEE TSMCA
    Zeyi Liu, Fuyuan Xiao, Chin-Teng Lin, Zehong Cao
    IEEE Transactions on Systems, Man, and Cybernetics: Systems

  19. IEEE TNNLS
    Zeyi Liu, Xiao He
    IEEE Transactions on Neural Networks and Learning Systems

  20. IEEE TIM
    Ming Xu, Guang Zeng, Yongjun Song, Yue Cao, Zeyi Liu, Xiao He
    IEEE Transactions on Instrumentation and Measurement

  21. IEEE TITS
    Zeyi Liu, Xiao He
    IEEE Transactions on Intelligent Transportation Systems

  22. IEEE TNNLS
    Zeyi Liu, Yi Zhang, Zhongjun Ding, Xiao He
    IEEE Transactions on Neural Networks and Learning Systems

  23. IEEE TCST
    Zeyi Liu, Jingfei Zhang, Xiao He, Qinghua Zhang, Guoxi Sun, Donghua Zhou
    IEEE Transactions on Control Systems Technology

  24. IEEE TFS
    Zeyi Liu, Yong Deng, Ronald R. Yager
    IEEE Transactions on Fuzzy Systems

  25. IEEE TIM
    Zeyi Liu, Yong Deng, Yi Zhang, Zhongjun Ding, Xiao He
    IEEE Transactions on Instrumentation and Measurement

  26. IEEE TSMCA
    Zeyi Liu, Fuyuan Xiao, Chin-Teng Lin, Byeong Ho Kang, Zehong Cao
    IEEE Transactions on Systems, Man, and Cybernetics: Systems

  27. INS
    Zeyi Liu, Xiao He, Yong Deng
    Information Sciences

  28. INS
    Ran Tao, Zeyi Liu, Rui Cai, Kanghao Cheong
    Information Sciences

  29. IJIS
    Zeyi Liu, Fuyuan Xiao
    International Journal of Intelligent Systems

  30. Conferences

  31. CPCC 2024
    Zeyi Liu, Pengyu Han, Wei Li, Shijin Chen, Xiao He
    The 34th Chinese Process Control Conference

  32. SAFEPROCESS 2023
    Zeyi Liu, Songqiao Hu, Xiao He
    2023 CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes

  33. CPCC 2023
    Chen Li, Zeyi Liu, Xiao He
    The 34th Chinese Process Control Conference

  34. CPCC 2022
    Mengfei Mao, Zeyi Liu, Xiao He
    The 33th Chinese Process Control Conference

  35. S-CUBE 2023
    Songqiao Hu, Zeyi Liu, Xiao He
    Proceedings of 13th EAI International Conference on Sensor Systems and Software

  36. 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

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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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