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2020 – today
- 2023
[j5]Yemao Xu
, Dezun Dong, Dongsheng Wang, Shi Xu, Enda Yu, Weixia Xu, Xiangke Liao:
SSD-SGD: Communication Sparsification for Distributed Deep Learning Training. ACM Trans. Archit. Code Optim. 20(1): 7:1-7:25 (2023)- 2022
- [j4]Enda Yu, Dezun Dong, Yemao Xu, Shuo Ouyang, Xiangke Liao:
CP-SGD: Distributed stochastic gradient descent with compression and periodic compensation. J. Parallel Distributed Comput. 169: 42-57 (2022) - 2021
- [j3]Shuo Ouyang, Dezun Dong, Yemao Xu, Liquan Xiao:
Communication optimization strategies for distributed deep neural network training: A survey. J. Parallel Distributed Comput. 149: 52-65 (2021) - [c5]Enda Yu, Dezun Dong, Yemao Xu, Shuo Ouyang, Xiangke Liao:
CD-SGD: Distributed Stochastic Gradient Descent with Compression and Delay Compensation. ICPP 2021: 79:1-79:10 - [c4]Yanghai Wang, Dezun Dong, Yemao Xu, Shuo Ouyang, Xiangke Liao:
FastHorovod: Expediting Parallel Message-Passing Schedule for Distributed DNN Training. ISCC 2021: 1-7 - [i4]Enda Yu, Dezun Dong, Yemao Xu, Shuo Ouyang, Xiangke Liao:
CD-SGD: Distributed Stochastic Gradient Descent with Compression and Delay Compensation. CoRR abs/2106.10796 (2021) - 2020
- [j2]Yemao Xu, Dezun Dong, Yawei Zhao, Weixia Xu, Xiangke Liao:
OD-SGD: One-Step Delay Stochastic Gradient Descent for Distributed Training. ACM Trans. Archit. Code Optim. 17(4): 30:1-30:26 (2020) - [i3]Shuo Ouyang, Dezun Dong, Yemao Xu, Liquan Xiao:
Communication Optimization Strategies for Distributed Deep Learning: A Survey. CoRR abs/2003.03009 (2020) - [i2]Yemao Xu, Dezun Dong, Weixia Xu, Xiangke Liao:
OD-SGD: One-step Delay Stochastic Gradient Descent for Distributed Training. CoRR abs/2005.06728 (2020) - [i1]Yemao Xu, Dezun Dong, Yawei Zhao, Weixia Xu, Xiangke Liao:
ssd-sgd: communication sparsification for distributed deep learning training. CoRR abs/2012.05396 (2020)
2010 – 2019
- 2019
- [j1]Yemao Xu, Dezun Dong, Weixia Xu, Xiangke Liao:
SketchDLC: A Sketch on Distributed Deep Learning Communication via Trace Capturing. ACM Trans. Archit. Code Optim. 16(2): 7:1-7:26 (2019) - 2016
- [c3]Ning Li, Li Shen, Qi Zhu, Yemao Xu, Jialong Wang, Zhiying Wang:
An implementation of analytical power model on integrated GPU. ISIC 2016: 1-4 - [c2]Jingwei Chen, Li Shen, Zhiying Wang, Ning Li, Yemao Xu:
Dynamic Power-Performance Adjustment on Clustered Multi-Threading Processors. NAS 2016: 1-2 - [c1]Yemao Xu, Jialong Wang, Yanhong Liu, Li Shen:
Fast Task Submission in Software Thread Level Speculation Systems. Trustcom/BigDataSE/ISPA 2016: 2160-2166
Coauthor Index
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