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BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover's Distance


Oct 13, 2020
Jianquan Li, Xiaokang Liu, Honghong Zhao, Ruifeng Xu, Min Yang, Yaohong Jin

* EMNLP 2020 

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Automatic identification of fossils and abiotic grains during carbonate microfacies analysis using deep convolutional neural networks


Sep 24, 2020
Xiaokang Liu, Haijun Song

* 36 pages, 9 figures, and 2 tables 

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Multivariate Functional Regression via Nested Reduced-Rank Regularization


Mar 10, 2020
Xiaokang Liu, Shujie Ma, Kun Chen


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An Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing


Aug 16, 2019
Jianquan Li, Xiaokang Liu, Wenpeng Yin, Min Yang, Liqun Ma


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Integrative Multi-View Reduced-Rank Regression: Bridging Group-Sparse and Low-Rank Models


Jul 26, 2018
Gen Li, Xiaokang Liu, Kun Chen


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CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition


Jul 02, 2018
Xuejing Yuan, Yuxuan Chen, Yue Zhao, Yunhui Long, Xiaokang Liu, Kai Chen, Shengzhi Zhang, Heqing Huang, Xiaofeng Wang, Carl A. Gunter

* Accepted by USENIX Security 2018 

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