Yitan Li (李亦锬)

Email:
Office: 212, West Lab Building of Science and Technology, West Campus of USTC

Research Interests

My interests concentrate on Optimization, Machine Learning, Computer Vision, Nature Language Processing(NLP).

Sep.2013-2016: Master of Science, Major in Computer Science, University of Science and Technology of China
Sep.2009-Jul.2013: Bachelor of Engineering, Major in Computer Science, with GPA of 4.1/5.0(Rank first in my department), Nanjing University of Aeronautics and Astronautics

Yitan Li, Linli Xu, Xiaowei Zhong, Qing Ling, Make Workers Work Harder: Decoupled Asynchronous Proximal Stochastic Gradient Descent, 2016, [Arxiv].
Yitan Li, Linli Xu, Fei Tian, Liang Jiang, Xiaowei Zhong, Enhong Chen, Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective, The 24th International Joint Conference on Artificial Intelligence (IJCAI’2015), accepted, Buenos Aires, Argentina, July 25-31, 2015. [PDF] [Code]. If you are confused by the proof, this [Doc] may help.
Linli Xu, Yitan Li(First Student Author), Yubo Wang and Enhong Chen, Temporally Adaptive Restricted Boltzmann Machine for Background Modeling, The 29th AAAI Conference on Artificial Intelligence (AAAI’2015), accepted, Austin, Texas USA, January 25–29, 2015. [PDF]
Xiaowei Zhong, Linli Xu, Yitan Li, Zhiyuan Liu, Enhong Chen, A Nonconvex Relaxation Approach for Rank Minimization Problems, The 29th AAAI Conference on Artificial Intelligence (AAAI’2015), accepted, Austin, Texas USA, January 25–29, 2015. [PDF]
Aiqing Huang, Linli Xu, Yitan Li, Enhong Chen. Robust Dynamic Trajectory Regression on Road Networks: A Multi-Task Learning Framework, The 14th IEEE International Conference on Data Mining (ICDM’2014), 857-862, Shenzhen, China, December 14-17, 2014. [PDF]