Yifei Cheng

17 papers A* 3Journal 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sparse Layer Sharpness-Aware Minimization for Efficient Fine-Tuning.
CoRR
Yifei Cheng, Xianglin Yang, Guoxia Wang, Chao Huang, Fei Ma, Dianhai Yu, Xiaochun Cao, Li Shen
2025 J jnl
Adaptive Weighting Push-SUM for Decentralized Optimization With Statistical Diversity.
IEEE Trans. Control. Netw. Syst.
Yiming Zhou, Yifei Cheng, Linli Xu, Enhong Chen
2025 J jnl
Communication-efficient distributed learning with Local Immediate Error Compensation.
Neural Networks
Yifei Cheng, Li Shen, Linli Xu, Xun Qian, Shiwei Wu, Yiming Zhou, Tie Zhang, Dacheng Tao, Enhong Chen
2025 J jnl
LightSAM: Parameter-Agnostic Sharpness-Aware Minimization.
CoRR
Yifei Cheng, Li Shen, Hao Sun, Nan Yin, Xiaochun Cao, Enhong Chen
2024 J jnl
Adaptive Weighting Push-SUM for Decentralized Optimization with Statistical Diversity.
CoRR
Yiming Zhou, Yifei Cheng, Linli Xu, Enhong Chen
2024 J jnl
Communication-Efficient Distributed Learning with Local Immediate Error Compensation.
CoRR
Yifei Cheng, Li Shen, Linli Xu, Xun Qian, Shiwei Wu, Yiming Zhou, Tie Zhang, Dacheng Tao, Enhong Chen
2024 J jnl
Communication-efficient clustered federated learning via model distance.
Mach. Learn.
Mao Zhang, Tie Zhang, Yifei Cheng, Changcun Bao, Haoyu Cao, Deqiang Jiang, Linli Xu
2023 J jnl
Communication-efficient federated learning with stagewise training strategy.
Neural Networks
Yifei Cheng, Shuheng Shen, Xianfeng Liang, Jingchang Liu, Joya Chen, Tie Zhang, Enhong Chen
2023 A* conf
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training.
ICLR
Joya Chen, Kai Xu, Yuhui Wang, Yifei Cheng, Angela Yao
2022 J jnl
Accelerating local SGD for non-IID data using variance reduction.
Frontiers Comput. Sci.
Xianfeng Liang, Shuheng Shen, Enhong Chen, Jinchang Liu, Qi Liu, Yifei Cheng, Zhen Pan
2022 J jnl
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training.
CoRR
Joya Chen, Kai Xu, Yifei Cheng, Angela Yao
2021 J jnl
Is Heuristic Sampling Necessary in Training Deep Object Detectors?
IEEE Trans. Image Process.
Joya Chen, Dong Liu, Tong Xu, Shiwei Wu, Yifei Cheng, Enhong Chen
2021 A* conf
STL-SGD: Speeding Up Local SGD with Stagewise Communication Period.
AAAI
Shuheng Shen, Yifei Cheng, Jingchang Liu, Linli Xu
2020 J jnl
STL-SGD: Speeding Up Local SGD with Stagewise Communication Period.
CoRR
Shuheng Shen, Yifei Cheng, Jingchang Liu, Linli Xu
2019 A* conf
Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent.
IJCAI
Shuheng Shen, Linli Xu, Jingchang Liu, Xianfeng Liang, Yifei Cheng
2019 J jnl
Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent.
CoRR
Shuheng Shen, Linli Xu, Jingchang Liu, Xianfeng Liang, Yifei Cheng
2019 J jnl
Variance Reduced Local SGD with Lower Communication Complexity.
CoRR
Xianfeng Liang, Shuheng Shen, Jingchang Liu, Zhen Pan, Enhong Chen, Yifei Cheng