I am currently working towards the Ph.D. degree in the Artificial Intelligence Department of Xiamen University, supervised by Prof. Shaozi Li. During the period of doctoral study, I visited Kay Chen Tan’s group in the City University of Hong Kong for three months.
Email: zhangjia_gl@163.com or j.zhang@stu.xmu.edu.cn
Mailing Address: Room 304, Scientific Research Building, Haiyun Campus, Xiamen 361005, P. R. China
Research Interests
I am broadly interested in machine learning, data mining, and artificial intelligence. Now I am working on weak label learning, multi-view learning, feature selection, and some data mining applications in medicine, such as TCM health management, drug discovery, hospital readmission, and autism spectrum disorder.
Publications and Citations by Google Scholar
Code and Data
- [code] J. Zhang, Y. Lin, M. Jiang, S. Li, Y. Tang, K. C. Tan. Multi-label feature selection via global relevance and redundancy optimization. In Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI’20), Yokohama, Japan, 2020. [code]
- [code] J. Zhang, Z. Luo, C. Li, C. Zhou, S. Li. Manifold regularized discriminative feature selection for multi-label learning. Pattern Recognition, 2019, 95: 136-150. [pdf] [code]
- [data] Multi-label data sets are available at the KDIS, Lambda, and Extreme Classification Repository.
Web Page Link
- KDnuggets: Machine Learning, Data Science, Big Data, Analytics, AI
- List of International Publications at DBLP. Some Links of Native Publications: 软件学报, 计算机学报, 中国科学:信息科学, 计算机研究与发展
- For reference purpose, CCF provides a public CS jour./conf. ranking list. [link]
Professional Activities
- Journal Reviewer: IEEE Transactions on Cybernetics, IEEE Transactions on Neural Networks and Learning Systems, Pattern Recognition, Information Sciences, Knowledge-Based Systems