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Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models


Sep 01, 2022
Xingyu Xie, Pan Zhou, Huan Li, Zhouchen Lin, Shuicheng Yan

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Sublinear Algorithms for Hierarchical Clustering


Jun 15, 2022
Arpit Agarwal, Sanjeev Khanna, Huan Li, Prathamesh Patil

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Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(ε^{-7/4})$ Complexity


Feb 16, 2022
Huan Li, Zhouchen Lin

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Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization


May 05, 2021
Huan Li, Zhouchen Lin

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Variance Reduced EXTRA and DIGing and Their Optimal Acceleration for Strongly Convex Decentralized Optimization


Oct 10, 2020
Huan Li, Zhouchen Lin, Yongchun Fang

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Optimal Accelerated Variance Reduced EXTRA and DIGing for Strongly Convex and Smooth Decentralized Optimization


Sep 09, 2020
Huan Li, Zhouchen Lin, Yongchun Fang

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AIBench: An Industry Standard AI Benchmark Suite from Internet Services


Apr 30, 2020
Fei Tang, Wanling Gao, Jianfeng Zhan, Chuanxin Lan, Xu Wen, Lei Wang, Chunjie Luo, Jiahui Dai, Zheng Cao, Xingwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye

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