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ORCIDXinyue Shen 0002
Person information
- affiliation: Stanford University, Department of Statistics, Stanford, CA, USA
- affiliation: Chinese University of Hong Kong Shenzhen (CUHK-SZ), Shenzhen, China
- affiliation (PhD 2018): Tsinghua University, Beijing, China
Other persons with the same name
- Xinyue Shen (aka: Xin-Yue Shen) — disambiguation page
- Xinyue Shen 0001
![[0009-0006-9954-587X]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0009-0006-9954-587X")
(aka: Xinyue (Vera) Shen) — CISPA Helmholtz Center for Information Security, Saarbrucken, Saarland, Germany - Xinyue Shen 0003 — Anhui Agricultural University, School of Engineering, Hefei, China
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2020 – today
- 2023
[j10]Yating Liu, Yuantao Gu, Xinyue Shen, Qingmin Liao, Quan Yu:
MSCA: An Unsupervised Anomaly Detection System for Network Security in Backbone Network. IEEE Trans. Netw. Sci. Eng. 10(1): 223-238 (2023)- 2022
- [j9]Guenther Walther, Alnur Ali, Xinyue Shen, Stephen P. Boyd:
Confidence Bands for a Log-Concave Density. J. Comput. Graph. Stat. 31(4): 1426-1438 (2022)
2010 – 2019
- 2019
- [j8]Qinghua Liu, Xinyue Shen, Yuantao Gu:
Linearized ADMM for Nonconvex Nonsmooth Optimization With Convergence Analysis. IEEE Access 7: 76131-76144 (2019) - [j7]Nicholas Moehle, Xinyue Shen, Zhi-Quan Luo, Stephen P. Boyd:
A Distributed Method for Optimal Capacity Reservation. J. Optim. Theory Appl. 182(3): 1130-1149 (2019) - [j6]Chengzhu Yang, Xinyue Shen, Hongbing Ma, Badong Chen, Yuantao Gu, Hing Cheung So:
Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees. IEEE Trans. Signal Process. 67(19): 5046-5061 (2019) - 2018
- [j5]Xinyue Shen, Yuantao Gu:
Nonconvex Sparse Logistic Regression With Weakly Convex Regularization. IEEE Trans. Signal Process. 66(12): 3199-3211 (2018) - [j4]Chengzhu Yang, Xinyue Shen, Hongbing Ma, Yuantao Gu, Hing-Cheung So:
Sparse Recovery Conditions and Performance Bounds for ℓp-Minimization. IEEE Trans. Signal Process. 66(19): 5014-5028 (2018) - [c9]Xinyue Shen, Yuchen Jiao, Yuantao Gu:
Subspace Data Visualization with Dissimilarity Based on Principal Angle. DSW 2018: 16-20 - [c8]Yuchen Jiao, Xinyue Shen, Gen Li, Yuantao Gu:
Subspace Principal Angle Preserving Property of Gaussian Random Projection. DSW 2018: 115-119 - [c7]Xinyue Shen, Yuantao Gu:
Nonconvex Sparse Logistic Regression via Proximal Gradient Descent. ICASSP 2018: 4079-4083 - 2017
- [j3]Kai Qiu, Xianghui Mao, Xinyue Shen, Xiaohan Wang, Tiejian Li, Yuantao Gu:
Time-Varying Graph Signal Reconstruction. IEEE J. Sel. Top. Signal Process. 11(6): 870-883 (2017) - [c6]Linghang Meng, Xinyue Shen, Yuantao Gu:
Sparse subspace clustering using square-root penalty. DSP 2017: 1-5 - [i4]Nicholas Moehle, Xinyue Shen, Zhi-Quan Luo, Stephen P. Boyd:
A Distributed Method for Optimal Capacity Reservation. CoRR abs/1705.00677 (2017) - [i3]Qinghua Liu, Xinyue Shen, Yuantao Gu:
Linearized ADMM for Non-convex Non-smooth Optimization with Convergence Analysis. CoRR abs/1705.02502 (2017) - [i2]Xinyue Shen, Yuantao Gu:
Nonconvex Sparse Logistic Regression with Weakly Convex Regularization. CoRR abs/1708.02059 (2017) - 2016
- [j2]Xinyue Shen, Laming Chen, Yuantao Gu, Hing-Cheung So:
Square-Root Lasso With Nonconvex Regularization: An ADMM Approach. IEEE Signal Process. Lett. 23(7): 934-938 (2016) - [c5]Xinyue Shen, Steven Diamond, Yuantao Gu, Stephen P. Boyd:
Disciplined convex-concave programming. CDC 2016: 1009-1014 - [c4]Xinyue Shen, Hamid Krim, Yuantao Gu:
Beyond union of subspaces: Subspace pursuit on Grassmann manifold for data representation. ICASSP 2016: 4079-4083 - 2015
- [j1]Xinyue Shen, Yuantao Gu:
Restricted Isometry Property of Subspace Projection Matrix Under Random Compression. IEEE Signal Process. Lett. 22(9): 1326-1330 (2015) - [c3]Xinyue Shen, Yuantao Gu:
Anti-sparse representation for continuous function by dual atomic norm with application in OFDM. GlobalSIP 2015: 270-274 - [c2]Xinyue Shen, Yuantao Gu:
Subspace projection matrix completion on Grassmann manifold. ICASSP 2015: 3297-3301 - [i1]Xinyue Shen, Yuantao Gu:
Restricted Isometry Property of Subspace Projection Matrix Under Random Compression. CoRR abs/1502.02245 (2015) - 2014
- [c1]Xinyue Shen, Justin K. Romberg, Yuantao Gu:
Robust off-grid recovery from compressed measurements. ICASSP 2014: 3355-3359
Coauthor Index
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