Study
Study
Cai Hongmin
Title
Professor, Doctoral & Graduate Supervisor, School of future technology
Email
hmcai@scut.edu.cn
Honor
Recipient of the National Science Fund for Distinguished Young Scholars
Admission Programs/Majors
MEng: 1) Electronic Information
MS：1)Intelligent Science and Technology
Ph.D: 1) Electronic Information; 2) Intelligent Science and Technology;
Personal Profile
Cai Hongmin, a second-level professor and recipient of the National Science Fund for Distinguished Young Scholars, is a professor and doctoral supervisor at the School of Future Technology and the School of Computer Science of South China University of Technology. Senior Visiting Professor at Kyoto University, and visiting scholar at Harvard University, the University of Pennsylvania and Tsinghua University. IEEE Senior Member, CCF Distinguished Member. Editorial Board member of international journals such as IEEE Transaction on Emerging Topics in Computational Intelligence and Fundamental Research. Research interests focus on genes, cells and tissues, developing artificial intelligence analysis methods to achieve quantitative analysis of life. The relevant research results were published in IEEE Transactions on Pattern Analysis and Machine Intelligence, Nature Communications, and IEEE Transactions on Journals such as Medical Imaging and Bioinformatics. He has presided over more than 10 projects including the National Natural Science Foundation of China for Distinguished Young Scholars, Key projects of the National Natural Science Foundation of China, and key international cooperation projects of the Ministry of Science and Technology, and has been granted 14 patents. Won the First Prize of Natural Science of Guangdong Artificial Intelligence Industry Association, the Gold Award of Internet Plus Innovation and Entrepreneurship Competition, the Second Prize of Guangdong Educational Teaching Achievement, etc.
Research Interests
Biomedical information mining, artificial intelligence and machine learning
Representative Research Achievements
Y. Hu, E. Guo, Z. Xie, X. Liu, and H. Cai*. Robust Multi-view Clustering through Partition Integration on Stiefel Manifold. IEEE Transactions on Knowledge and Data Engineering (2023). DOI: 10.1109/TKDE.2023.3253244.（ Chinese Academy of Sciences Zone 2, JCR Zone 1, impact factor 8.9)
H. Cai, B. Zhang, J. Li, B. Hu, and J. Chen. Unsupervised Dual Hashing Coding (UDC) on Semantic-wise Tagging and Sample-wise Content for Cross-modal Retrieval. IEEE Transactions on Multimedia (2023).（ Chinese Academy of Sciences Zone 1, JCR Zone 1, impact factor 7.3)
B. Zhang, Y. Zhang, J. Li, J. Chen, T. Akutsu, Y. Cheung, and H. Cai*. Unsupervised Dual Deep Hashing with Semantic-Index and Content-Code for Cross-Modal Retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence (2023). （ Chinese Academy of Sciences Zone 1, JCR Zone 1, impact factor 23.6)
H. Cai, L. Zhu, Y. Liao, J. Song*. Improving cancer survival prediction via graph convolutional neural networks learning on protein-protein interaction networks. IEEE Journal of Biomedical and Health Informatics, (2023) (Chinese Academy of Sciences Zone 1, JCR Zone 1, impact factor 7.7)
M. Lin, X. Zhang, R. You, Y. Liu, H. Cai, et. al, T. Liu, M. Chen. Evolutionary route of nasopharyngeal carcinoma metastasis and its clinical significance. Nature Communications 14.1 (2023): 610.（ Chinese Academy of Sciences Zone 1, JCR Zone 1, impact factor 16.6)
G Tao, H Li, J Huang, C Han, J Chen, G Ruan, W Huang, Y Hu, T Dan, et. al, H Cai*. SeqSeg: A sequential method to achieve nasopharyngeal carcinoma segmentation free from background dominance. Medical Image Analysis 78 (2022): 102381.（ Chinese Academy of Sciences Zone 1, JCR Zone 1, impact factor 10.9)
J. Li, J. Chen, F. Qi, T. Dan, W. Weng, B. Zhang, H. Yuan, and H Cai*. Two-dimensional unsupervised feature selection via sparse feature filter. IEEE Transactions on Cybernetics (2022). DOI: 10.1109/TCYB.2022.3162908.（ Chinese Academy of Sciences Zone 1, JCR Zone 1, impact factor 11.8)
Y. Li, T. Dan, H. Li, J. Chen, H. Peng, L. Liu, H. Cai*. NPCNet: jointly segment primary nasopharyngeal carcinoma tumors and metastatic lymph nodes in MR images. IEEE Transactions on Medical Imaging 41.7 (2022): 1639-1650.（ Chinese Academy of Sciences Zone 1, JCR Zone 1, impact factor 10.6)
H. Peng, Y. Hu, J. Chen, H. Wang, Y. Li, and H. Cai*. Integrating tensor similarity to enhance clustering performance. IEEE Transactions on Pattern Analysis and Machine Intelligence 44.5 (2020): 2582-2593.（ Chinese Academy of Sciences Zone 1, JCR Zone 1, impact factor 23.6)
Contact
For Collaborations Tel: +86-20-81181636/1631 Email: global@scut.edu.cn
For Study at SCUT Tel: +86-20-81182580/2585 Email: sieinfo@scut.edu.cn
Links
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