متابعة
Shawn (Xiangru) Lian
Shawn (Xiangru) Lian
Lemon Video LLC
بريد إلكتروني تم التحقق منه على renormtech.com - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Can decentralized algorithms outperform centralized algorithms? a case study for decentralized parallel stochastic gradient descent‏
X Lian, C Zhang, H Zhang, CJ Hsieh, W Zhang, J Liu‏
Advances in neural information processing systems 30, 2017‏
14172017
Asynchronous decentralized parallel stochastic gradient descent‏
X Lian, W Zhang, C Zhang, J Liu‏
International Conference on Machine Learning, 3043-3052, 2018‏
5932018
Asynchronous parallel stochastic gradient for nonconvex optimization‏
X Lian, Y Huang, Y Li, J Liu‏
Advances in Neural Information Processing Systems, 2737-2745, 2015‏
5802015
: Decentralized Training over Decentralized Data‏
H Tang, X Lian, M Yan, C Zhang, J Liu‏
International Conference on Machine Learning, 4848-4856, 2018‏
4222018
Staleness-aware Async-SGD for Distributed Deep Learning‏
W Zhang, S Gupta, X Lian, J Liu‏
International Joint Conference on Artificial Intelligence, 2016‏
3372016
Doublesqueeze: Parallel stochastic gradient descent with double-pass error-compensated compression‏
H Tang, C Yu, X Lian, T Zhang, J Liu‏
International Conference on Machine Learning, 6155-6165, 2019‏
2792019
Douzero: Mastering doudizhu with self-play deep reinforcement learning‏
D Zha, J Xie, W Ma, S Zhang, X Lian, X Hu, J Liu‏
international conference on machine learning, 12333-12344, 2021‏
1482021
A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order‏
X Lian, H Zhang, CJ Hsieh, Y Huang, J Liu‏
Advances in Neural Information Processing Systems, 2016‏
1282016
Finite-sum Composition Optimization via Variance Reduced Gradient Descent‏
X Lian, M Wang, J Liu‏
Artificial Intelligence and Statistics, 2017‏
992017
1-bit adam: Communication efficient large-scale training with adam’s convergence speed‏
H Tang, S Gan, AA Awan, S Rajbhandari, C Li, X Lian, J Liu, C Zhang, ...‏
International Conference on Machine Learning, 10118-10129, 2021‏
962021
Asynchronous Parallel Greedy Coordinate Descent‏
Y You*, X Lian*(equal contribution), J Liu, HF Yu, I Dhillon, J Demmel, ...‏
Advances in Neural Information Processing Systems, 2016‏
542016
Revisit batch normalization: New understanding and refinement via composition optimization‏
X Lian, J Liu‏
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019‏
532019
Deepsqueeze: Decentralization meets error-compensated compression‏
H Tang, X Lian, S Qiu, L Yuan, C Zhang, T Zhang, J Liu‏
arXiv preprint arXiv:1907.07346, 2019‏
452019
Stochastic recursive momentum for policy gradient methods‏
H Yuan, X Lian, J Liu, Y Zhou‏
arXiv preprint arXiv:2003.04302, 2020‏
342020
Efficient smooth non-convex stochastic compositional optimization via stochastic recursive gradient descent‏
W Hu, CJ Li, X Lian, J Liu, H Yuan‏
Advances in Neural Information Processing Systems 32, 2019‏
342019
Bagua: scaling up distributed learning with system relaxations‏
S Gan, X Lian, R Wang, J Chang, C Liu, H Shi, S Zhang, X Li, T Sun, ...‏
arXiv preprint arXiv:2107.01499, 2021‏
302021
Persia: An open, hybrid system scaling deep learning-based recommenders up to 100 trillion parameters‏
X Lian, B Yuan, X Zhu, Y Wang, Y He, H Wu, L Sun, H Lyu, C Liu, X Dong, ...‏
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022‏
252022
Persia: a hybrid system scaling deep learning based recommenders up to 100 trillion parameters‏
X Lian, B Yuan, X Zhu, Y Wang, Y He, H Wu, L Sun, H Lyu, C Liu, X Dong, ...‏
arXiv preprint arXiv:2111.05897, 2021‏
142021
Stochastic recursive variance reduction for efficient smooth non-convex compositional optimization‏
H Yuan, X Lian, J Liu‏
arXiv preprint arXiv:1912.13515, 2019‏
122019
NMR evidence for field-induced ferromagnetism in ()OHFeSe superconductor‏
YP Wu, D Zhao, XR Lian, XF Lu, NZ Wang, XG Luo, XH Chen, T Wu‏
Physical Review B 91 (12), 125107, 2015‏
122015
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مقالات 1–20