Welcome to Jianhang Zhou (Rich)`s home page!
Academic position
- Post-doctoral Research Fellow, Osaka University, 2024.
Education
- Ph.D. in Computer Science, University of Macau, 2020-2023.
- M.S. in Computer Science, University of Macau, 2018-2020.
- B.Eng. in Computer Science & Technology, Nanjing Forestry University, 2014-2018.
Research Interests
- Sparse representation; Subspace learning; Graph learning; Medical biometrics; Medical biometrics.
Selected Publications
- Zhou, J., Wang, G., Zeng, S., & Zhang, B. (2023). Learning with Euler Collaborative Representation for Robust Pattern Analysis. ACM Transactions on Intelligent Systems and Technology. to be appared.
- Zhou, J., Zhang, B., & Zeng, S. (2022). Consensus Sparsity: Multi-context Sparse Image Representation via $L_{\infty}$-induced Matrix Variate. IEEE Transactions on Image Processing. 32, 603-616.
- Zhou, J., Zhang, Q., Zeng, S., & Zhang, B. (2022). Fuzzy Graph Subspace Convolutional Network. IEEE Transactions on Neural Networks and Learning Systems. [paper]
- Zhou, J., Zhang, B., Zeng, S., & Lai, Q. (2021). Joint Discriminative Latent Subspace Learning for Image Classification. IEEE Transactions on Circuits and Systems for Video Technology. [paper]
- Zhou, J., Zeng, S., & Zhang, B. (2021). Sparsity-Induced Graph Convolutional Network for Semisupervised Learning. IEEE Transactions on Artificial Intelligence, 2(6), 549-563. [paper]
- Zhou, J., Zeng, S., & Zhang, B. (2020). Two-stage knowledge transfer framework for image classification. Pattern Recognition, 107, 107529. [paper]
- Zhou, J., Zeng, S., & Zhang, B. (2022). Learning salient self-representation for image recognition via orthogonal transformation. Expert Systems with Applications 212, 212, 118663. [paper]
- Zhou, J., Zhang, Q., & Zhang, B. (2021). An automatic multi-view disease detection system via collective deep region-based feature representation. Future Generation Computer Systems, 115, 59-75. [paper]
- Zhou, J., Zeng, S., & Zhang, B. (2022). Kernel nonnegative representation-based classifier. Applied Intelligence, 52(2), 2269-2289. [paper]
- Zhou, J., Zhang, Q., & Zhang, B. (2021). Two-phase non-invasive multi-disease detection via sublingual region. Computers in Biology and Medicine, 137, 104782. [paper]
- Zhang, B., & Zhou, J. (2021). Multi-feature representation for burn depth classification via burn images. Artificial Intelligence in Medicine, 118, 102128. [paper]
- Zhou, J., Zhang, Q., & Zhang, B. (2020, September). A progressive stack face-based network for detecting diabetes mellitus and breast cancer. In 2020 IEEE International Joint Conference on Biometrics (IJCB) (pp. 1-9). IEEE. [paper]
- Zhou, J., Zeng, S., & Zhang, B. (2021). Subspace-level dictionary fusion for robust multimedia classification. Multimedia Tools and Applications, 80(14), 21885-21898. [paper]
- Zhou, J., Zhang, Q., Zhang, B., & Chen, X. (2019). TongueNet: a precise and fast tongue segmentation system using U-Net with a morphological processing layer. Applied Sciences, 9(15), 3128. [paper]
- Zhou, J., & Zhang, B. (2019). Collaborative representation using non-negative samples for image classification. Sensors, 19(11), 2609. [paper]
- For the full publication list and more details, plese kindly refer to the ‘Publication’ section, Thanks!
News
- [02/2024] From today, I joined the Yagi Lab @ Osaka University as the Postdoctoral Research Fellow 🤩.
- [10/2023] I have obtained my doctoral degree! 🥰.
- [10/12/2022] A paper has been accepted by IEEE Transactions on Image Processing ;).
- [30/09/2022] A paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems.
- [26/08/2022] Cheers! A paper has been accepted by Expert Systems with Applications.
- [26/04/2022] Cheers! With passing the thesis proposal assessment, I have become a PhD candidate now!
- [28/01/2022] I worked as a research assisstant at the Chinese University of Hong Kong, Shenzhen (CUHK-SZ) from today.
- [03/11/2021] A paper has been accepted by IEEE Transactions on Circuits and Systems for Video Technology.
Working experience
- Teaching Assistant 2018-present
- University of Macau
- Course teaching: Formal Languages and Automata, Introduction to Computer Science
- Research Assistant 2022-2024
- The Chinese University of Hong Kong (CUHK), Shenzhen
- Research topic: Image processing, medical biometrics
- Visiting PhD student 2023
- University of Electronic Science and Technology of China (Huzhou Institute)
- Research topic: Sparse representation, image segmentation
- IT Intern 2017
- THERMO FISHER SCIENTIFIC CO.,LTD
- Duties included: Maintain the business data on ERP system, Administration of electronic accounts system of staffs, Salesforce manual editing
- NLP Android developer 2017.10-2018.01
- CERTUSNET INC.
- Duties included: Android programming, test and maintenance, Natural Language Processing Corpus processing and training, Salesforce manual editing
Certificates and Awards
Outstanding student Scholarship
Get Scholarship at NJFU, Nanjing, China
International English Language Testing System (IETLS)
Got 7.0 at British Council, British Council
The 15th China Post-graduate Mathematical Contest in Modeling (First Prize Winner)
Win first prize at Ocean University of China, Qingdao, China
Qualification Certificate of Computer & Software Technology Proficiency (Software Engineer)
Get certificate at China, China