Yiming Chen

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 14

Top Topics

Faster Convergence Rate

Stochastic Optimization

Avoid Overfitting

Training Process

Top Venues

Publications

Yutong He, Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan
Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression. CoRR (2023)
Kun Yuan, Xinmeng Huang, Yiming Chen, Xiaohan Zhang, Yingya Zhang, Pan Pan
Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization. CoRR (2022)
Kun Yuan, Xinmeng Huang, Yiming Chen, Xiaohan Zhang, Yingya Zhang, Pan Pan
Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization. NeurIPS (2022)
Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan
Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression. CoRR (2022)
Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan
Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression. NeurIPS (2022)
Yiming Chen, Kun Yuan, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin
Accelerating Gossip SGD with Periodic Global Averaging. CoRR (2021)
Bicheng Ying, Kun Yuan, Hanbin Hu, Yiming Chen, Wotao Yin
BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning. CoRR (2021)
Liuyihan Song, Pan Pan, Kang Zhao, Hao Yang, Yiming Chen, Yingya Zhang, Yinghui Xu, Rong Jin
Large-Scale Training System for 100-Million Classification at Alibaba. CoRR (2021)
Bicheng Ying, Kun Yuan, Yiming Chen, Hanbin Hu, Pan Pan, Wotao Yin
Exponential Graph is Provably Efficient for Decentralized Deep Training. NeurIPS (2021)
Kun Yuan, Yiming Chen, Xinmeng Huang, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin
DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training. ICCV (2021)
Bicheng Ying, Kun Yuan, Yiming Chen, Hanbin Hu, Pan Pan, Wotao Yin
Exponential Graph is Provably Efficient for Decentralized Deep Training. CoRR (2021)
Yiming Chen, Kun Yuan, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin
Accelerating Gossip SGD with Periodic Global Averaging. ICML (2021)
Kun Yuan, Yiming Chen, Xinmeng Huang, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin
DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training. CoRR (2021)
Liuyihan Song, Pan Pan, Kang Zhao, Hao Yang, Yiming Chen, Yingya Zhang, Yinghui Xu, Rong Jin
Large-Scale Training System for 100-Million Classification at Alibaba. KDD (2020)