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Picture for Junxiang Wang

Sign-regularized Multi-task Learning


Feb 22, 2021
Johnny Torres, Guangji Bai, Junxiang Wang, Liang Zhao, Carmen Vaca, Cristina Abad

* 17 pages, 4 figures, v1 

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Tunable Subnetwork Splitting for Model-parallelism of Neural Network Training


Sep 16, 2020
Junxiang Wang, Zheng Chai, Yue Cheng, Liang Zhao

* ICML 2020 Workshop on "Beyond first-order methods in ML systems" 

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ADMM for Efficient Deep Learning with Global Convergence


Jun 07, 2019
Junxiang Wang, Fuxun Yu, Xiang Chen, Liang Zhao

* accepted by KDD 2019 

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