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Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression


Jun 08, 2022
Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan


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BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning


Nov 08, 2021
Bicheng Ying, Kun Yuan, Hanbin Hu, Yiming Chen, Wotao Yin


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Exponential Graph is Provably Efficient for Decentralized Deep Training


Oct 26, 2021
Bicheng Ying, Kun Yuan, Yiming Chen, Hanbin Hu, Pan Pan, Wotao Yin


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Investigating the Impact of Pre-trained Language Models on Dialog Evaluation


Oct 05, 2021
Chen Zhang, Luis Fernando D'Haro, Yiming Chen, Thomas Friedrichs, Haizhou Li

* Accepted by IWSDS2021 (Long Paper) 

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Revisiting Self-Training for Few-Shot Learning of Language Model


Oct 04, 2021
Yiming Chen, Yan Zhang, Chen Zhang, Grandee Lee, Ran Cheng, Haizhou Li

* Accepted to EMNLP 2021 

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Road Mapping and Localization using Sparse Semantic Visual Features


Aug 11, 2021
Wentao Cheng, Sheng Yang, Maomin Zhou, Ziyuan Liu, Yiming Chen, Mingyang Li

* Published at IEEE ROBOTICS AND AUTOMATION LETTERS 

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Bias Loss for Mobile Neural Networks


Aug 10, 2021
Lusine Abrahamyan, Valentin Ziatchin, Yiming Chen, Nikos Deligiannis

* ICCV 2021 

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DynaEval: Unifying Turn and Dialogue Level Evaluation


Jun 06, 2021
Chen Zhang, Yiming Chen, Luis Fernando D'Haro, Yan Zhang, Thomas Friedrichs, Grandee Lee, Haizhou Li

* ACL-IJCNLP 2021 (Main conference, Long paper) 

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