|
Zhang Teng Lecturer (higher education) Phone: 15927235372 Email: tengzhang@hust.edu.cn Academic Areas: large margin methods, kernel methods, large scale learning methods, optimization |
Personal Profile
Zhang Teng, Ph.D., teacher of School of Computer Science, Huazhong University of Science and Technology. He graduated from the Department of Computer Science, Nanjing University in 2019 with a doctorate degree. His current research interests include machine learning and data mining. He has published more than 10 papers, including ICML, KDD, IJCAI, AAAI, TKDE and other international first-class conferences and journals, and is a member of CCF.
Academic Degrees
Professional Experience
Courses Taught
Awards and Honors
Selected Projects Funded
Selected Publications
[1] Teng Zhang, Hai Jin.Optimal margin distribution machine for multi-instance learning.[C].Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI'20),
[2] Teng Zhang, Hai Jin.Optimal margin distribution machine with sparsity inducing penalty.[C].IEEE International Conference on Big Data and Smart Computing (BigComp2020),
[3] Teng Zhang, Peng Zhao, Hai Jin.Optimal margin distribution learning in dynamic environments.[C].Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI'20),
[4] Zhi-Hao Tan, Teng Zhang, Wei Wang.Coreset stochastic variance-reduced gradient with application to optimal margin distribution machine.[C].Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI'19),
[5] Teng Zhang, Zhi-Hua Zhou.Optimal margin distribution machine.[J].IEEE Transactions on Knowledge and Data Engineering (TKDE),2019,
[6] Teng Zhang, Zhi-Hua Zhou.Semi-supervised optimal margin distribution machines.[C].Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI'18),
[7] Teng Zhang, Zhi-Hua Zhou.Optimal margin distribution clustering.[C].Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI'18),
[8] Mengchen Zhao, Bo An, Wei Gao, Teng Zhang.Efficient label contamination attacks against black-box learning models.[C].Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI'17),
[9] Teng Zhang, Zhi-Zhua Zhou.Multi-class optimal distribution machine.[C].Proceedings of the 34th International Conference on Machine Learning (ICML'17),
[10] Teng Zhang, Zhi-Hua Zhou.Large margin distribution machine.[C].Proceedings of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'14),
Professional Affiliations
Research Group
Enrollment Information
Personal Homepage
Web: http://faculty.hust.edu.cn/zhangteng/en/index/2234942/list/index.htm