I am currently a Ph.D. student at Institute for Interdisciplinary Information Sciences of Tsinghua University. My advisor is Prof. Longbo Huang.
Ph.D. in computer science and technology, IIIS, Tsinghua University, 2014 - now
B.S. in computer science and technology, DLUT, 2010-2014
Stochastic Optimization, Gradient Quantization, Distributed Algorithms
Yue Yu and Longbo Huang, 'Fast Stochastic Variance Reduced ADMM for Stochastic Composition Optimization', Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), August 2017. (long version)
Yue Yu, Jiaxiang Wu and Junzhou Huang, 'Exploring Fast and Communication-Efficient Algorithms in Large-scale Distributed Networks', AISTATS, 2019. (long version)
Yue Yu, Jiaxiang Wu and Longbo Huang, 'Double Quantization for Communication-Efficient Distributed Optimization', NeurIPS, 2019. (long version)