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Towards Variable-Length Textual Adversarial Attacks


Apr 16, 2021
Junliang Guo, Zhirui Zhang, Linlin Zhang, Linli Xu, Boxing Chen, Enhong Chen, Weihua Luo


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Incorporating BERT into Parallel Sequence Decoding with Adapters


Oct 13, 2020
Junliang Guo, Zhirui Zhang, Linli Xu, Hao-Ran Wei, Boxing Chen, Enhong Chen

* NeurIPS 2020 

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STL-SGD: Speeding Up Local SGD with Stagewise Communication Period


Jun 11, 2020
Shuheng Shen, Yifei Cheng, Jingchang Liu, Linli Xu

* 27 pages, 16 figures 

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Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation


Nov 21, 2019
Junliang Guo, Xu Tan, Linli Xu, Tao Qin, Enhong Chen, Tie-Yan Liu

* AAAI 2020 

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Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent


Jun 28, 2019
Shuheng Shen, Linli Xu, Jingchang Liu, Xianfeng Liang, Yifei Cheng

* IJCAI2019, 20 pages, 21 figures 

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Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input


Dec 23, 2018
Junliang Guo, Xu Tan, Di He, Tao Qin, Linli Xu, Tie-Yan Liu

* AAAI 2019 

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Asynchronous Stochastic Composition Optimization with Variance Reduction


Nov 15, 2018
Shuheng Shen, Linli Xu, Jingchang Liu, Junliang Guo, Qing Ling

* 30 pages, 19 figures 

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Accelerating Stochastic Gradient Descent Using Antithetic Sampling


Oct 07, 2018
Jingchang Liu, Linli Xu


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How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks


Mar 08, 2018
Linli Xu, Liang Jiang, Chuan Qin, Zhe Wang, Dongfang Du

* Accepted by AAAI 2018 

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Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective


Mar 05, 2018
Junliang Guo, Linli Xu, Xunpeng Huang, Enhong Chen

* DASFAA 2018 

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Make Workers Work Harder: Decoupled Asynchronous Proximal Stochastic Gradient Descent


May 21, 2016
Yitan Li, Linli Xu, Xiaowei Zhong, Qing Ling

* 19 pages 

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