Disciplined convex-concave programming X Shen, S Diamond, Y Gu, S Boyd
2016 IEEE 55th conference on decision and control (CDC), 1009-1014, 2016
177 2016 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
151 2017 Linearized ADMM for nonconvex nonsmooth optimization with convergence analysis Q Liu, X Shen, Y Gu
IEEE access 7, 76131-76144, 2019
144 2019 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
63 2017 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
44 2016 Nonconvex sparse logistic regression with weakly convex regularization X Shen, Y Gu
IEEE Transactions on Signal Processing 66 (12), 3199-3211, 2018
34 2018 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
27 2019 Sparse Recovery Conditions and Performance Bounds for C Yang, X Shen, H Ma, Y Gu, HC So
IEEE Transactions on Signal Processing 66 (19), 5014-5028, 2018
19 2018 MSCA: An unsupervised anomaly detection system for network security in backbone network Y Liu, Y Gu, X Shen, Q Liao, Q Yu
IEEE Transactions on Network Science and Engineering 10 (1), 223-238, 2022
6 2022 A distributed method for optimal capacity reservation N Moehle, X Shen, ZQ Luo, S Boyd
Journal of Optimization Theory and Applications 182, 1130-1149, 2019
6 2019 Incremental Proximal Multi-Forecast Model Predictive Control X Shen, S Boyd
arXiv preprint arXiv:2111.14728, 2021
5 2021 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
5 2018 Minimizing oracle-structured composite functions X Shen, A Ali, S Boyd
Optimization and Engineering 24 (2), 743-777, 2023
3 2023 Restricted isometry property of subspace projection matrix under random compression X Shen, Y Gu
IEEE Signal Processing Letters 22 (9), 1326-1330, 2015
3 2015 Robust off-grid recovery from compressed measurements X Shen, J Romberg, Y Gu
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
3 2014 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
2 2016 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
2 2015 Subspace projection matrix completion on grassmann manifold X Shen, Y Gu
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
2 2015 Confidence bands for a log-concave density G Walther, A Ali, X Shen, S Boyd
Journal of Computational and Graphical Statistics 31 (4), 1426-1438, 2022
1 2022 Subspace data visualization with dissimilarity based on principal angle X Shen, Y Jiao, Y Gu
2018 IEEE Data Science Workshop (DSW), 16-20, 2018
1 2018 
Yuantao GuDepartment of Electronic Engineering, Tsinghua UniversityAdresse e-mail validée de tsinghua.edu.cn