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About Me

Here is Tongzhi Niu (牛通之).

I am a Ph.D. candidate majoring in Mechanical Engineering at Huazhong University of Science and Technology and National University of Singapore (Joint Ph.D.). Currently, I am fortunate to be advised by Prof. Li Bin and Prof. Victor, Wang Hao.

If you are interested in any aspect of me, I would love to chat and collaborate, please email me at - tzniu[at]hust[dot]edu[dot]cn

Academic Background

  • Sep 2018 - Dec 2024: Huazhong University of Science and Technology (Ph.D.)
  • Sep 2014 - Jun 2018: Wuhan University of Technology (BEng)
  • Jan 2023 - Jan 2024: National University of Singapore (Joint Ph.D.)



Research Interests

  • Industry Machine Vision
  • Surface Defect Detection
  • Deep Learning
  • Computer Vision

My current research on some special problems in defect inspection, such as imbalance sample distribution, Noise labels and domain generalization.



News and Updates

  • Aug 2024:A paper accepted by the Applied Soft Computing!
  • Mar 2024:A paper accepted by the Advanced Engineering Informatics!
  • Jan 2024:A paper accepted by the Knowledge Based Systems!
  • Dec 2023:A paper accepted by the Measurement!
  • Dec 2023:A paper accepted by the IEEE Transactions on Instrumentation and Measurement!
  • Jul 2023:A paper accepted by the 49th Annual Conference of the IEEE Industrial Electronics Society (IECON 2023), see you in Singapore!
  • Jun 2023:A paper accepted by the Computers in Industry!