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Kun Yuan

Optimal Complexity in Non-Convex Decentralized Learning over Time-Varying Networks

Nov 01, 2022
Xinmeng Huang, Kun Yuan

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* Accepted by 14th Annual Workshop on Optimization for Machine Learning. arXiv admin note: text overlap with arXiv:2210.07863

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On the Performance of Gradient Tracking with Local Updates

Oct 10, 2022
Edward Duc Hien Nguyen, Sulaiman A. Alghunaim, Kun Yuan, César A. Uribe

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* 8 pages, 1 figure, submitted to ACC

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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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CHEX: CHannel EXploration for CNN Model Compression

Mar 29, 2022
Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung

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* Accepted to CVPR 2022

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Self-supervised Correlation Mining Network for Person Image Generation

Nov 29, 2021
Zijian Wang, Xingqun Qi, Kun Yuan, Muyi Sun

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