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Zhihao Dai

About Me

I am a final-year PhD student in the Department of Computer Science. I am co-supervised by Reader Ligang He at the University of WarwickLink opens in a new window, Professor Matthew Leeke at the University of BirminghamLink opens in a new window, and Professor Shuang-Hua Yang at the University of ReadingLink opens in a new window.

I obtained my Master of Science degree in Advanced Computer Science in 2020 from Loughborough University, UK, with the highest degree mark in the class. Before that, I obtained my Bachelor of Engineering degree in Computer Science and Technology in 2019 from the Southern University of Science and Technology, China.

Research

My research aims to explore how industrial processes and associated instrumentation systems can be best presented in a theoretical mathematical format and then based on the achieved mathematical model to establish a benchmark for other researchers in the communities to improve the productivity, energy efficiency, and safety of the industrial processes.

Publications

  • SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series. Zhihao Dai, Ligang He, Shuang-Hua Yang, Matthew Leeke, In the Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024. [Link]Link opens in a new window [Free Access via WRAP (coming soon)]
  • Revealing Ongoing Sensor Attacks in Industrial Control System via Setpoint Modification. Zhihao Dai, Ligang He, Shuang-Hua Yang, Matthew Leeke. In IEEE 21st International Conference on Dependable, Autonomic & Secure Computing (DASC), 2023. [Link] Link opens in a new window[Free Access via WRAP]Link opens in a new window
  • A Heterogeneous Redundant Architecture for Industrial Control System Security. Zhihao Dai, Matthew Leeke, Yulong Ding, Shuang-Hua Yang. In IEEE 27th Pacific Rim International Symposium on Dependable Computing (PRDC), 2022. [Link]Link opens in a new window [Free Access via WRAP]Link opens in a new window
  • BoneBert: A BERT-based Automated Information Extraction System of Radiology Reports for Bone Fracture Detection and Diagnosis. Zhihao Dai, Zhong Li, and Lianghao Han. In International Symposium on Intelligent Data Analysis (IDA), 2021. [Link]Link opens in a new window

Teaching

For 2024/2025:

For 2023/2024:

For 2022/2023:

For 2021/2022:

Roles

Portrait of Zhihao Dai

Zhihao Dai

戴志豪

zhihao.dai@warwick.ac.uk

MB4.17

Mathematical Sciences Building

University of Warwick