Linnan Wang
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SuperNeurons: Dynamic GPU Memory Management for Training Deep Neural Networks
L Wang, J Ye, Y Zhao, W Wu, A Li, SL Song, Z Xu, T Kraska
Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of …, 2018
Accelerating Deep Neural Network Training With Inconsistent Stochastic Gradient Descent
L Wang, Y Yang, R Min, S Chakradhar
Neural Networks 93, 219-229, 2017
BLASX: A High Performance Level-3 BLAS Library for Heterogeneous Multi-GPU Computing
L Wang, W Wu, Z Xu, J Xiao, Y Yang
Proceedings of the 2016 International Conference on Supercomputing, 20, 2016
Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition
J Ye, L Wang, G Li, D Chen, S Zhe, X Chu, Z Xu
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018
Warp-Consolidation: A Novel Execution Model for GPUs
A Li, W Liu, L Wang, K Barker, SL Song
Proceedings of the 2018 International Conference on Supercomputing, 2018
Efficient Communications in Training Large Scale Neural Networks
Y Zhao, L Wang, W Wu, G Bosilca, R Vuduc, J Ye, W Tang, Z Xu
Alphax: exploring neural architectures with deep neural networks and monte carlo tree search
L Wang, Y Zhao, Y Jinnai, Y Tian, R Fonseca
To appear in the Thirty-Fourth AAAI conference on Artificial Intelligence …, 2019
Simple and Efficient Parallelization for Probabilistic Temporal Tensor Factorization
G Li, Z Xu, L Wang, J Ye, I King, M Lyu
Neural Networks (IJCNN), 2017 International Joint Conference on, 2017
Adapt: An event-based adaptive collective communication framework
X Luo, W Wu, G Bosilca, T Patinyasakdikul, L Wang, J Dongarra
Proceedings of the 27th International Symposium on High-Performance Parallel …, 2018
Large Scale Artificial Neural Network Training Using Multi-GPUs
L Wang, W Wu, J Xiao, Y Yi
Supercomputing 16, 2016
Sample-Efficient Neural Architecture Search by Learning Action Space
L Wang, S Xie, T Li, R Fonseca, Y Tian
arXiv preprint arXiv:1906.06832, 2019
SuperNeurons: FFT-based Gradient Sparsification in the Distributed Training of Deep Neural Networks
L Wang, W Wu, Y Zhao, J Zhang, H Liu, G Bosilca, J Dongarra, M Herlihy, ...
arXiv preprint arXiv:1811.08596, 2018
Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search
L Wang, Y Zhao, Y Jinnai, Y Tian, R Fonseca
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