I graduated from
Department of Mathematics in
Nanjing University in 2014. Currently, I am a member of LAMDA Group(LAMDA Publications) in Nanjing University, led by professor Zhi-Hua
Zhou.
Supervisor
Associate professor
Wu-Jun Li.
Biography
I received my B.Sc. degree in Department of Mathematics, Nanjing University in June 2014. In the same year, I was admitted to study for a M.Sc. degree in Nanjing University. From 2016, I started my Ph.D. degree under the supervision of Associate professor Wu-Jun Li.
Research Interest
My research interests include: Machine Learning, Convex Optimization, Parallel and Distributed Optimization (Project: LIBBLE).
Preprint
- (The long version about AsySVRG) Shen-Yi Zhao, Wu-Jun Li. Beyond Hogwild!: A Unified Formulation For Asynchronous SGD and A Faster Lock-Free Method, 2018.
Publication
- Shen-Yi Zhao, Gong-Duo Zhang, Ming-Wei Li, Wu-Jun Li. Proximal SCOPE for Distributed Sparse Learning. In: Proceedings of the Annual Conference on Neural Information Processing Systems (NIPS), 2018.
- Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li. SCOPE: Scalable Composite Optimization for Learning on Spark. In: Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI), 2017.
- Shen-Yi Zhao, Gong-Duo Zhang, Wu-Jun Li. Lock-Free Optimization for Non-Convex Problems. In: Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI), 2017.
- Shen-Yi Zhao, Wu-Jun Li. Fast Asynchronous Parallel Stochastic Gradient Descent: A Lock-Free Approach with Convergence Guarantee. In: Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI), 2016.
Awards & Honors
- Baidu Scholarships, 2018.
- Artificial Intelligence Scholarship of Nanjing University, 2018.
- National Scholarship for Ph.D. Candidates, 2017.
- Excellence Scholarship of Nanjing University, 2016.
Teaching Assistant
- Mathematical Analysis, Fall, 2018
- Data Structure, Spring, 2016
Mail: State Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
(In Chinese:) 南京市栖霞区仙林大道163号，南京大学仙林校区603信箱，软件新技术国家重点实验室，210023。