Yu-Jie Zhang @ LAMDA, NJU-CS

张宇杰
Yu-Jie Zhang
M.Sc. Student, LAMDA Group
Department of Computer Science and Technology
National Key Laboratory for Novel Software Technology
Nanjing University, Nanjing 210023, China

Email: zhangyj@lamda.nju.edu.cn
Laboratory: Computer Science Building, Xianlin Campus of Nanjing University

Biography

I am a third year M.Sc. student of Department of Computer Science and Technology in Nanjing University and a member of LAMDA Group. I got my B.Sc. degree in Department of Electronic Science and Technology in June 2018 from Tongji University. In the same year, I was admitted to study for a M.Sc degree in Nanjing University without entrance examination.

Advisor

Professor Zhi-Hua Zhou.

Research Interests

My research interests include Machine Learning and Data Mining. Currently, I am interested in

Machine Learning for Open and Dynamic Environments
Online Learning and Sequential Prediction

Publication

Yu-Jie Zhang, Yu-Hu Yan, Peng Zhao and Zhi-Hua Zhou. Towards Enabling Learnware to Handle Unseen Jobs. In: Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'21), 2021. To appear.
Peng Zhao, Yu-Jie Zhang and Zhi-Hua Zhou. Exploratory Machine Learning with Unknown Unknowns. In: Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'21), 2021. To appear.
Yu-Jie Zhang, Peng Zhao, Lanjihong Ma and Zhi-Hua Zhou. An Unbiased Risk Estimator for Learning with Augmented Classes. In: Advances in Neural Information Processing Systems 33 (NeurIPS'20), 2020. To appear. [arXiv]
Peng Zhao, Yu-Jie Zhang, Lijun Zhang and Zhi-Hua Zhou. Dynamic Regret of Convex and Smooth Functions. In: Advances in Neural Information Processing Systems 33 (NeurIPS'20), 2020. To appear.[arXiv]
Yu-Jie Zhang, Peng Zhao, and Zhi-Hua Zhou. A Simple Online Algorithm for Competing with Dynamic Comparators. In: Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI'20), Toronto, Canada, 2020. [paper] [bibtex] [slide]

Correspondence

Email: zhangyj@lamda.nju.edu.cn

Office: Room 327, Computer Science Building, Xianlin Campus of Nanjing University

Address: Yu-Jie Zhang, National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
(南京市栖霞区仙林大道163号, 南京大学仙林校区, 软件新技术国家重点实验室, 210023.)