Xinyue Shen
Xinyue Shen
Postdoctoral Researcher, Stanford and CUHK-SZ (joint)
Verified email at stanford.edu
Title
Cited by
Cited by
Year
Disciplined convex-concave programming
X Shen, S Diamond, Y Gu, S Boyd
2016 IEEE 55th Conference on Decision and Control (CDC), 1009-1014, 2016
422016
Linearized admm for nonconvex nonsmooth optimization with convergence analysis
Q Liu, X Shen, Y Gu
IEEE Access 7, 76131-76144, 2019
372019
Time-varying graph signal reconstruction
K Qiu, X Mao, X Shen, X Wang, T Li, Y Gu
IEEE Journal of Selected Topics in Signal Processing 11 (6), 870-883, 2017
312017
Disciplined multi-convex programming
X Shen, S Diamond, M Udell, Y Gu, S Boyd
2017 29th Chinese Control And Decision Conference (CCDC), 895-900, 2017
312017
Square-root lasso with nonconvex regularization: An admm approach
X Shen, L Chen, Y Gu, HC So
IEEE Signal Processing Letters 23 (7), 934-938, 2016
222016
Nonconvex sparse logistic regression with weakly convex regularization
X Shen, Y Gu
IEEE Transactions on Signal Processing 66 (12), 3199-3211, 2018
122018
Sparse Recovery Conditions and Performance Bounds for-Minimization
C Yang, X Shen, H Ma, Y Gu, HC So
IEEE Transactions on Signal Processing 66 (19), 5014-5028, 2018
62018
A distributed method for optimal capacity reservation
N Moehle, X Shen, ZQ Luo, S Boyd
Journal of Optimization Theory and Applications 182 (3), 1130-1149, 2019
32019
Subspace principal angle preserving property of gaussian random projection
Y Jiao, X Shen, G Li, Y Gu
2018 IEEE Data Science Workshop (DSW), 115-119, 2018
32018
Restricted isometry property of subspace projection matrix under random compression
X Shen, Y Gu
IEEE Signal Processing Letters 22 (9), 1326-1330, 2015
32015
Robust off-grid recovery from compressed measurements
X Shen, J Romberg, Y Gu
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
32014
Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees
C Yang, X Shen, H Ma, B Chen, Y Gu, HC So
IEEE Transactions on Signal Processing 67 (19), 5046-5061, 2019
22019
Subspace projection matrix completion on grassmann manifold
X Shen, Y Gu
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
22015
Subspace data visualization with dissimilarity based on principal angle
X Shen, Y Jiao, Y Gu
2018 IEEE Data Science Workshop (DSW), 16-20, 2018
12018
Nonconvex Sparse Logistic Regression via Proximal Gradient Descent
X Shen, Y Gu
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
12018
Sparse subspace clustering using square-root penalty
L Meng, X Shen, Y Gu
2017 22nd International Conference on Digital Signal Processing (DSP), 1-5, 2017
12017
Beyond union of subspaces: Subspace pursuit on grassmann manifold for data representation
X Shen, H Krim, Y Gu
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
12016
Subspace projection matrix recovery from incomplete information
X Shen, Y Gu
12015
Anti-sparse representation for continuous function by dual atomic norm with application in OFDM
X Shen, Y Gu
2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015
2015
Robust Sparse Recovery via Weakly Convex Regularization
C Yang, X Shen, H Ma, B Chen, Y Gu, HC So
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Articles 1–20