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Ruoyu Sun (UIUC)
Ruoyu Sun (UIUC)
UIUC (University of Illinois at Urbana-Champaign)
Verified email at illinois.edu - Homepage
Title
Cited by
Cited by
Year
Guaranteed matrix completion via non-convex factorization
R Sun, ZQ Luo
IEEE Transactions on Information Theory 62 (11), 6535-6579, 2016
4252016
Joint base station clustering and beamformer design for partial coordinated transmission in heterogeneous networks
M Hong, R Sun, H Baligh, ZQ Luo
IEEE Journal on Selected Areas in Communications 31 (2), 226-240, 2013
3172013
On the convergence of a class of adam-type algorithms for non-convex optimization
X Chen, S Liu, R Sun, M Hong
arXiv preprint arXiv:1808.02941, 2018
2132018
Optimization for deep learning: An overview
RY Sun
Journal of the Operations Research Society of China 8 (2), 249-294, 2020
142*2020
Joint downlink base station association and power control for max-min fairness: Computation and complexity
R Sun, M Hong, ZQ Luo
IEEE Journal on Selected Areas in Communications 33 (6), 1040-1054, 2015
109*2015
Max-sliced wasserstein distance and its use for gans
I Deshpande, YT Hu, R Sun, A Pyrros, N Siddiqui, S Koyejo, Z Zhao, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
872019
Robust SINR-constrained MISO downlink beamforming: When is semidefinite programming relaxation tight?
E Song, Q Shi, M Sanjabi, RY Sun, ZQ Luo
EURASIP Journal on Wireless Communications and Networking 2012 (1), 1-11, 2012
842012
Adding one neuron can eliminate all bad local minima
S Liang, R Sun, JD Lee, R Srikant
Advances in Neural Information Processing Systems 31, 2018
742018
Understanding the loss surface of neural networks for binary classification
S Liang, R Sun, Y Li, R Srikant
ICML, 2018
662018
On the efficiency of random permutation for ADMM and coordinate descent
R Sun, ZQ Luo, Y Ye
Mathematics of Operations Research 45 (1), 233-271, 2020
56*2020
On the benefit of width for neural networks: Disappearance of bad basins
D Li, T Ding, R Sun
arXiv preprint arXiv:1812.11039, 2018
47*2018
Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems
R Sun, M Hong
NIPS, 2015
432015
Cross-Layer Provision of Future Cellular Networks: A WMMSE-based approach
RS Hadi Baligh, Mingyi Hong,Wei-Cheng Liao, Zhi-Quan Luo, Meisam Razaviyayn ...
IEEE Signal Processing Magzine 31 (6), 2014
42*2014
Worst-case complexity of cyclic coordinate descent: gap with randomized version
R Sun, Y Ye
Mathematical Programming, 1-34, 2019
402019
Centralized fusion algorithms based on EKF for multisensor non-linear systems
QB Ge, WB Li, RY Sun, Z Xu
Zidonghua Xuebao/Acta Automatica Sinica 39 (6), 816-825, 2013
332013
The global landscape of neural networks: An overview
R Sun, D Li, S Liang, T Ding, R Srikant
IEEE Signal Processing Magazine 37 (5), 95-108, 2020
322020
Globally optimal joint uplink base station association and beamforming
W Liu, R Sun, ZQ Luo
IEEE Transactions on Communications 67 (9), 6456-6467, 2019
27*2019
A single-loop smoothed gradient descent-ascent algorithm for nonconvex-concave min-max problems
J Zhang, P Xiao, R Sun, Z Luo
Advances in Neural Information Processing Systems 33, 7377-7389, 2020
232020
Suboptimal Local Minima Exist for Wide Neural Networks with Smooth Activations
T Ding, D Li, R Sun
Mathematics of Operations Research, 2022
22*2022
Interference alignment using finite and dependent channel extensions: The single beam case
R Sun, ZQ Luo
IEEE Transactions on Information Theory 61 (1), 239-255, 2014
22*2014
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Articles 1–20