Yifei Cheng

According to our database, Yifei Cheng authored at least 12 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

LightSAM: Parameter-Agnostic Sharpness-Aware Minimization.

Yifei Cheng, Li Shen, Hao Sun, Nan Yin, Xiaochun Cao, Enhong Chen

CoRR, May, 2025

Communication-efficient distributed learning with Local Immediate Error Compensation.

Yifei Cheng, Li Shen, Linli Xu, Xun Qian, Shiwei Wu, Yiming Zhou, Tie Zhang, Dacheng Tao, Enhong Chen

Neural Networks, 2025

2024

Communication-efficient clustered federated learning via model distance.

Mao Zhang, Tie Zhang, Yifei Cheng, Changcun Bao, Haoyu Cao, Deqiang Jiang, Linli Xu

Mach. Learn., June, 2024

Adaptive Weighting Push-SUM for Decentralized Optimization with Statistical Diversity.

Yiming Zhou, Yifei Cheng, Linli Xu, Enhong Chen

CoRR, 2024

2023

Communication-efficient federated learning with stagewise training strategy.

Yifei Cheng, Shuheng Shen, Xianfeng Liang, Jingchang Liu, Joya Chen, Tie Zhang, Enhong Chen

Neural Networks, October, 2023

DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training.

Joya Chen, Kai Xu, Yuhui Wang, Yifei Cheng, Angela Yao

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Accelerating local SGD for non-IID data using variance reduction.

Xianfeng Liang, Shuheng Shen, Enhong Chen, Jinchang Liu, Qi Liu, Yifei Cheng, Zhen Pan

Frontiers Comput. Sci., 2022

DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training.

Joya Chen, Kai Xu, Yifei Cheng, Angela Yao

CoRR, 2022

2021

Is Heuristic Sampling Necessary in Training Deep Object Detectors?

Joya Chen, Dong Liu, Tong Xu, Shiwei Wu, Yifei Cheng, Enhong Chen

IEEE Trans. Image Process., 2021

STL-SGD: Speeding Up Local SGD with Stagewise Communication Period.

Shuheng Shen, Yifei Cheng, Jingchang Liu, Linli Xu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Variance Reduced Local SGD with Lower Communication Complexity.

Xianfeng Liang, Shuheng Shen, Jingchang Liu, Zhen Pan, Enhong Chen, Yifei Cheng

CoRR, 2019

Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent.

Shuheng Shen, Linli Xu, Jingchang Liu, Xianfeng Liang, Yifei Cheng

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019