Li Shen(沈力)
Li Shen(沈力)
SCUT / Tencent AI Lab / JD Explore Academy
Verified email at tencent.com - Homepage
Title
Cited by
Cited by
Year
A Sufficient Condition for Convergences of Adam and RMSProp
F Zou*, L Shen*, Z Jie, W Zhang, W Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
1072019
Weighted AdaGrad with unified momentum
F Zou, L Shen, Z Jie, J Sun, W Liu
arXiv preprint arXiv:1808.03408, 2018
41*2018
Fedml: A research library and benchmark for federated machine learning
C He, S Li, J So, X Zeng, M Zhang, H Wang, X Wang, P Vepakomma, ...
arXiv preprint arXiv:2007.13518, 2020
202020
Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks
Z Guo, M Liu, Z Yuan, L Shen, W Liu, T Yang
Proceedings of the 37th International Conference on Machine Learning (ICML), 2020
62020
Weighted iteration complexity of the sPADMM on the KKT residuals for convex composite optimization
L Shen, S Pan
arXiv preprint arXiv:1611.03167, 2016
62016
A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem
G Yuan, L Shen, WS Zheng
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
52019
A Block Decomposition Algorithm for Sparse Optimization
G Yuan, L Shen, WS Zheng
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
4*2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks
Y Tian, L Shen, L Shen, G Su, Z Li, W Liu
arXiv preprint arXiv:2006.09134, 2020
42020
Discrete Trust-aware Matrix Factorization for Fast Recommendation
G Guo, E Yang, L Shen, X Yang, X He
Proceedings of the Twenty-Eighth International Joint Conference on …, 2019
42019
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning
J An, T Li, H Huang, L Shen, X Wang, Y Tang, J Ma, W Liu, J Luo
arXiv preprint arXiv:2006.09029, 2020
32020
Enhanced Balanced Min Cut
X Chen, W Hong, F Nie, JZ Huang, L Shen
International Journal of Computer Vision, 1-14, 2020
32020
MAP Inference Via -Sphere Linear Program Reformulation
B Wu, L Shen, T Zhang, B Ghanem
International Journal of Computer Vision, 1-24, 2020
3*2020
GSOS: Gauss-Seidel operator splitting algorithm for multi-term nonsmooth convex composite optimization
L Shen, W Liu, G Yuan, S Ma
Proceedings of the 34th International Conference on Machine Learning (ICML), 2017
32017
Linear convergence of the generalized PPA and several splitting methods for the composite inclusion problem
L Shen, S Pan
arXiv preprint arXiv:1508.05156, 2015
32015
Inexact indefinite proximal ADMMs for 2-block separable convex programs and applications to 4-block DNNSDPs
L Shen, S Pan
arXiv preprint arXiv:1505.04519, 2015
32015
Over relaxed hybrid proximal extragradient algorithm and its application to several operator splitting methods
L Shen
Journal of Mathematical Analysis and Applications 448 (2), 727-749, 2017
22017
Adaptive proximal average approximation for composite convex minimization
L Shen, W Liu, J Huang, YG Jiang, S Ma
Thirty-First AAAI Conference on Artificial Intelligence (AAAI), 2017
22017
Cpot: Channel pruning via optimal transport
Y Shen, L Shen, HZ Huang, X Wang, W Liu
arXiv preprint arXiv:2005.10451, 2020
12020
An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method
L Shen, P Sun, Y Wang, W Liu, T Zhang
Proceedings of the 35th International Conference on Machine Learning (ICML), 2018
12018
A corrected semi-proximal ADMM for multi-block convex optimization and its application to DNN-SDPs
L Shen, S Pan
arXiv preprint arXiv:1502.03194, 2015
12015
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Articles 1–20