Alert button
Picture for Xiaodong Wang

Xiaodong Wang

Alert button

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models

Apr 13, 2021
Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Krishna Dhulipala, KR Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Pallab Bhattacharya, Guoqiang Jerry Chen, Manoj Krishnan, Krishnakumar Nair, Petr Lapukhov, Maxim Naumov, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao

Figure 1 for High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models
Figure 2 for High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models
Figure 3 for High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models
Figure 4 for High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models
Viaarxiv icon

Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure

Apr 12, 2021
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan

Figure 1 for Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure
Figure 2 for Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure
Figure 3 for Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure
Figure 4 for Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure
Viaarxiv icon

Privacy-preserving Channel Estimation in Cell-free Hybrid Massive MIMO Systems

Jan 26, 2021
Jun Xu, Xiaodong Wang, Pengcheng Zhu, Xiaohu You

Figure 1 for Privacy-preserving Channel Estimation in Cell-free Hybrid Massive MIMO Systems
Figure 2 for Privacy-preserving Channel Estimation in Cell-free Hybrid Massive MIMO Systems
Figure 3 for Privacy-preserving Channel Estimation in Cell-free Hybrid Massive MIMO Systems
Figure 4 for Privacy-preserving Channel Estimation in Cell-free Hybrid Massive MIMO Systems
Viaarxiv icon

Understanding Training Efficiency of Deep Learning Recommendation Models at Scale

Nov 11, 2020
Bilge Acun, Matthew Murphy, Xiaodong Wang, Jade Nie, Carole-Jean Wu, Kim Hazelwood

Figure 1 for Understanding Training Efficiency of Deep Learning Recommendation Models at Scale
Figure 2 for Understanding Training Efficiency of Deep Learning Recommendation Models at Scale
Figure 3 for Understanding Training Efficiency of Deep Learning Recommendation Models at Scale
Figure 4 for Understanding Training Efficiency of Deep Learning Recommendation Models at Scale
Viaarxiv icon

Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition

May 09, 2020
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan

Figure 1 for Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition
Figure 2 for Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition
Figure 3 for Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition
Figure 4 for Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition
Viaarxiv icon

GEVO: GPU Code Optimization using Evolutionary Computation

Apr 27, 2020
Jhe-Yu Liou, Xiaodong Wang, Stephanie Forrest, Carole-Jean Wu

Figure 1 for GEVO: GPU Code Optimization using Evolutionary Computation
Figure 2 for GEVO: GPU Code Optimization using Evolutionary Computation
Figure 3 for GEVO: GPU Code Optimization using Evolutionary Computation
Figure 4 for GEVO: GPU Code Optimization using Evolutionary Computation
Viaarxiv icon

GEVO: GPU Code Optimization using EvolutionaryComputation

Apr 17, 2020
Jhe-Yu Liou, Xiaodong Wang, Stephanie Forrest, Carole-Jean Wu

Figure 1 for GEVO: GPU Code Optimization using EvolutionaryComputation
Figure 2 for GEVO: GPU Code Optimization using EvolutionaryComputation
Figure 3 for GEVO: GPU Code Optimization using EvolutionaryComputation
Figure 4 for GEVO: GPU Code Optimization using EvolutionaryComputation
Viaarxiv icon

Progressive Local Filter Pruning for Image Retrieval Acceleration

Jan 24, 2020
Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang

Figure 1 for Progressive Local Filter Pruning for Image Retrieval Acceleration
Figure 2 for Progressive Local Filter Pruning for Image Retrieval Acceleration
Figure 3 for Progressive Local Filter Pruning for Image Retrieval Acceleration
Figure 4 for Progressive Local Filter Pruning for Image Retrieval Acceleration
Viaarxiv icon

Language Model-Driven Unsupervised Neural Machine Translation

Nov 10, 2019
Wei Zhang, Youyuan Lin, Ruoran Ren, Xiaodong Wang, Zhenshuang Liang, Zhen Huang

Figure 1 for Language Model-Driven Unsupervised Neural Machine Translation
Figure 2 for Language Model-Driven Unsupervised Neural Machine Translation
Figure 3 for Language Model-Driven Unsupervised Neural Machine Translation
Figure 4 for Language Model-Driven Unsupervised Neural Machine Translation
Viaarxiv icon