I am currently an assistant professor at Fuzhou University.

I graduated from the Shool of Software Engineering of Xi’an Jiaotong University with a doctor degree, supervised by Prof. Jihua Zhu. I joined the Cognitive Systems and Information Processing Group in College of Computer and Data Science of Fuzhou University since 2022.03.14.

I am now working on Unsupervised Multi-view Learning and Label Distribution Learning. Regarding the first topic, I dedicate the majority of my time on Tensor-based Multi-view Learning, mostly on clustering (for a specific task) and unified representation learning (for general tasks). Another main focus of me is Label Enhancement, we have introduced several interesting and promising label enhancement methods, which can obtain label distributions from logical multi-labels.

I have published 30+ papers at the top international AI conferences and journals, such as CVPR, AAAI, ACM MM, IEEE TKDE, and IEEE TCSVT. I also serve as reviewers for top conferences and journals, including CVPR, AAAI, ACM MM, IEEE TIP, IEEE TKDE, and IEEE TCSVT.

If you are seeking any form of academic cooperation, please feel free to email me at zhengqinghai@fzu.edu.cn.

🔥 News

  • 2024.09.23:  🎉 The source codes of “TRC-IMC” can be found in TRC-IMC repository.
  • 2024.08.04:  🎉 One paper “TRC-IMC” is accepted by TCSVT (CCF-B).
  • 2024.05.20:  🎉 The source codes of “IMVC-IE” can be found in IMVC-IE repository.
  • 2024.03.31:  🎉 The source codes of “FPGL” can be found in FPGL repository.
  • 2024.03.25:  🎉 One paper “FPGL” is accepted by TCSVT (CCF B).
  • 2024.01.17:  🎉 The source codes of “DV-MSC” can be found in DV-MSC repository.

    2023

  • 2023.12.17:  🎉 100 citations is achieved by my first paper: “Feature concatenation multi-view subspace clustering”.
  • 2023.12.04:  🎉 One paper “IMVC-IE” is accepted by ICASSP 2024 (CCF B). Congratulations to Binqiang Huang, good work!
  • 2023.12.03:  🎉 One paper “DV-MSC” was accepted by KBS. Congratulations to Shoujie Lan, good work!
  • 2023.03.08:  🎉 One paper “LIB” was accepted by CVPR 2023 (CCF A). The source codes can be found in LIBLE repository.

    2022

  • 2022.10.31:  🎉 The source codes of “GUMRL” can be found in GUMRL repository.
  • 2022.10.31:  🎉 The source codes of “MSCVC” can be found in MSCVC repository.
  • 2022.10.05:  🎉 The source codes of “FESRL” can be found in FESRL repository.
  • 2022.09.18:  🎉 The source codes of “CMRL” can be found in CMRL repository.
  • 2022.08.23:  🎉 One paper “FESRL” is accepted by IEEE SPL (CCF C).
  • 2022.08.18:  🎉 One paper “GUMRL” is accepted by IEEE TCSVT (CCF B).
  • 2022.08.12:  🎉 One paper “CMRL” is accepted by Information Fusion (IF=17.564).
  • 2022.07.03:  🎉 One paper “MSCVC” is accepted by Computers and Electrical Engineering.

📝 Publications

✏️ Multi-view Learning

✏️ Label Distribution Learning

🎖 Honors and Fundings

  • 2023.07, Funded by the Natural Science Foundation of Fujian Province (2023J05025).
  • 2023.07, Honored by High-Level Introduced Talents (Category C) of Fujian Province.
  • 2023.08, Funded by the National Natural Science Foundation of China (62306074).

📖 Educations

  • 2018.09 - 2021.12, Doctor, Software Engineering, Xi’an Jiaotong University, Xi’an, China.
  • 2015.09 - 2018.06, Master, Software Engineering, Xi’an Jiaotong University, Xi’an, China.
  • 2011.09 - 2015.06, Bachelor, Energy and Power Engineering, Xi’an Jiaotong University, Xi’an, China.

💬 Invited Talks

  • 2023.07, Research on Label Enhancement, Xi’an. | [slide]