• cs_talent@hust.edu.cn
  • 86-027-87543786

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

 

Copyrights @ 2002-2010 All Rights Reserved. Huazhong University of Science and Technology