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Yang You
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Large batch optimization for deep learning: Training bert in 76 minutes
Y You, J Li, S Reddi, J Hseu, S Kumar, S Bhojanapalli, X Song, J Demmel, ...
arXiv preprint arXiv:1904.00962, 2019
7922019
Large batch training of convolutional networks
Y You, I Gitman, B Ginsburg
arXiv preprint arXiv:1708.03888, 2017
7022017
Imagenet training in minutes
Y You, Z Zhang, CJ Hsieh, J Demmel, K Keutzer
Proceedings of the 47th International Conference on Parallel Processing, 1-10, 2018
4822018
Scaling sgd batch size to 32k for imagenet training
Y You, I Gitman, B Ginsburg
arXiv preprint arXiv:1708.03888 6 (12), 6, 2017
3692017
Reducing BERT pre-training time from 3 days to 76 minutes
Y You, J Li, J Hseu, X Song, J Demmel, CJ Hsieh
arXiv preprint arXiv:1904.00962 12, 2019
992019
Large-batch training for LSTM and beyond
Y You, J Hseu, C Ying, J Demmel, K Keutzer, CJ Hsieh
Proceedings of the International Conference for High Performance Computing …, 2019
912019
Scaling deep learning on GPU and knights landing clusters
Y You, A Buluç, J Demmel
Proceedings of the International Conference for High Performance Computing …, 2017
912017
Cafe: Learning to condense dataset by aligning features
K Wang, B Zhao, X Peng, Z Zhu, S Yang, S Wang, G Huang, H Bilen, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
892022
100-epoch imagenet training with alexnet in 24 minutes
Y You, Z Zhang, C Hsieh, J Demmel, K Keutzer
arXiv preprint arXiv:1709.05011 8, 2017
742017
Crafting better contrastive views for siamese representation learning
X Peng, K Wang, Z Zhu, M Wang, Y You
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
732022
Towards efficient and scalable sharpness-aware minimization
Y Liu, S Mai, X Chen, CJ Hsieh, Y You
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
602022
Mic-svm: Designing a highly efficient support vector machine for advanced modern multi-core and many-core architectures
Y You, SL Song, H Fu, A Marquez, MM Dehnavi, K Barker, KW Cameron, ...
2014 IEEE 28th International Parallel and Distributed Processing Symposium …, 2014
512014
Fast deep neural network training on distributed systems and cloud TPUs
Y You, Z Zhang, CJ Hsieh, J Demmel, K Keutzer
IEEE Transactions on Parallel and Distributed Systems 30 (11), 2449-2462, 2019
502019
Asynchronous parallel greedy coordinate descent
Y You, X Lian, J Liu, HF Yu, IS Dhillon, J Demmel, CJ Hsieh
Advances in Neural Information Processing Systems, 4682-4690, 2016
492016
CA-SVM: Communication-avoiding support vector machines on distributed systems
Y You, J Demmel, K Czechowski, L Song, R Vuduc
2015 IEEE International Parallel and Distributed Processing Symposium, 847-859, 2015
462015
Go wider instead of deeper
F Xue, Z Shi, F Wei, Y Lou, Y Liu, Y You
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8779-8787, 2022
402022
Colossal-ai: A unified deep learning system for large-scale parallel training
S Li, H Liu, Z Bian, J Fang, H Huang, Y Liu, B Wang, Y You
Proceedings of the 52nd International Conference on Parallel Processing, 766-775, 2023
382023
Accurate, fast and scalable kernel ridge regression on parallel and distributed systems
Y You, J Demmel, CJ Hsieh, R Vuduc
Proceedings of the 2018 International Conference on Supercomputing, 307-317, 2018
372018
Scaling support vector machines on modern HPC platforms
Y You, H Fu, SL Song, A Randles, D Kerbyson, A Marquez, G Yang, ...
Journal of Parallel and Distributed Computing 76, 16-31, 2015
372015
PGAP-X: extension on pan-genome analysis pipeline
Y Zhao, C Sun, D Zhao, Y Zhang, Y You, X Jia, J Yang, L Wang, J Wang, ...
BMC genomics 19 (1), 115-124, 2018
342018
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