Yemao Xu

According to our database, Yemao Xu authored at least 13 papers between 2016 and 2023.

Collaborative distances:

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

2023

SSD-SGD: Communication Sparsification for Distributed Deep Learning Training.

Yemao Xu, Dezun Dong, Dongsheng Wang, Shi Xu, Enda Yu, Weixia Xu, Xiangke Liao

ACM Trans. Archit. Code Optim., March, 2023

2022

CP-SGD: Distributed stochastic gradient descent with compression and periodic compensation.

Enda Yu, Dezun Dong, Yemao Xu, Shuo Ouyang, Xiangke Liao

J. Parallel Distributed Comput., 2022

2021

Communication optimization strategies for distributed deep neural network training: A survey.

Shuo Ouyang, Dezun Dong, Yemao Xu, Liquan Xiao

J. Parallel Distributed Comput., 2021

FastHorovod: Expediting Parallel Message-Passing Schedule for Distributed DNN Training.

Yanghai Wang, Dezun Dong, Yemao Xu, Shuo Ouyang, Xiangke Liao

Proceedings of the IEEE Symposium on Computers and Communications, 2021

CD-SGD: Distributed Stochastic Gradient Descent with Compression and Delay Compensation.

Enda Yu, Dezun Dong, Yemao Xu, Shuo Ouyang, Xiangke Liao

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

2020

OD-SGD: One-Step Delay Stochastic Gradient Descent for Distributed Training.

Yemao Xu, Dezun Dong, Yawei Zhao, Weixia Xu, Xiangke Liao

ACM Trans. Archit. Code Optim., 2020

ssd-sgd: communication sparsification for distributed deep learning training.

Yemao Xu, Dezun Dong, Yawei Zhao, Weixia Xu, Xiangke Liao

CoRR, 2020

OD-SGD: One-step Delay Stochastic Gradient Descent for Distributed Training.

Yemao Xu, Dezun Dong, Weixia Xu, Xiangke Liao

CoRR, 2020

Communication Optimization Strategies for Distributed Deep Learning: A Survey.

Shuo Ouyang, Dezun Dong, Yemao Xu, Liquan Xiao

CoRR, 2020

2019

SketchDLC: A Sketch on Distributed Deep Learning Communication via Trace Capturing.

Yemao Xu, Dezun Dong, Weixia Xu, Xiangke Liao

ACM Trans. Archit. Code Optim., 2019

2016

Fast Task Submission in Software Thread Level Speculation Systems.

Yemao Xu, Jialong Wang, Yanhong Liu, Li Shen

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Dynamic Power-Performance Adjustment on Clustered Multi-Threading Processors.

Jingwei Chen, Li Shen, Zhiying Wang, Ning Li, Yemao Xu

Proceedings of the IEEE International Conference on Networking, 2016

An implementation of analytical power model on integrated GPU.

Ning Li, Li Shen, Qi Zhu, Yemao Xu, Jialong Wang, Zhiying Wang

Proceedings of the International Symposium on Integrated Circuits, 2016