Xinyue Shen

Orcid: 0000-0001-7760-0897

Affiliations:
  • Stanford University, Department of Statistics, Stanford, CA, USA
  • Chinese University of Hong Kong Shenzhen (CUHK-SZ), Shenzhen, China
  • Tsinghua University, Beijing, China (PhD 2018)


According to our database1, Xinyue Shen authored at least 20 papers between 2014 and 2023.

Collaborative distances:

Timeline

2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
0
1
2
3
4
5
6
1
1
3
2
2
1
1
3
1
2
2
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
MSCA: An Unsupervised Anomaly Detection System for Network Security in Backbone Network.
IEEE Trans. Netw. Sci. Eng., 2023

2022
Confidence Bands for a Log-Concave Density.
J. Comput. Graph. Stat., October, 2022

2019
Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees.
IEEE Trans. Signal Process., 2019

A Distributed Method for Optimal Capacity Reservation.
J. Optim. Theory Appl., 2019

Linearized ADMM for Nonconvex Nonsmooth Optimization With Convergence Analysis.
IEEE Access, 2019

2018
Sparse Recovery Conditions and Performance Bounds for ℓ<sub>p</sub>-Minimization.
IEEE Trans. Signal Process., 2018

Nonconvex Sparse Logistic Regression With Weakly Convex Regularization.
IEEE Trans. Signal Process., 2018

Nonconvex Sparse Logistic Regression via Proximal Gradient Descent.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Subspace Data Visualization with Dissimilarity Based on Principal Angle.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

Subspace Principal Angle Preserving Property of Gaussian Random Projection.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

2017
Time-Varying Graph Signal Reconstruction.
IEEE J. Sel. Top. Signal Process., 2017

Linearized ADMM for Non-convex Non-smooth Optimization with Convergence Analysis.
CoRR, 2017

Sparse subspace clustering using square-root penalty.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

2016
Square-Root Lasso With Nonconvex Regularization: An ADMM Approach.
IEEE Signal Process. Lett., 2016

Beyond union of subspaces: Subspace pursuit on Grassmann manifold for data representation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Disciplined convex-concave programming.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
Restricted Isometry Property of Subspace Projection Matrix Under Random Compression.
IEEE Signal Process. Lett., 2015

Subspace projection matrix completion on Grassmann manifold.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Anti-sparse representation for continuous function by dual atomic norm with application in OFDM.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014
Robust off-grid recovery from compressed measurements.
Proceedings of the IEEE International Conference on Acoustics, 2014


  Loading...