Xinyue Shen

23 papers Misc 4Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
MSCA: An Unsupervised Anomaly Detection System for Network Security in Backbone Network.
IEEE Trans. Netw. Sci. Eng.
Yating Liu, Yuantao Gu, Xinyue Shen, Qingmin Liao, Quan Yu
2022 J jnl
Confidence Bands for a Log-Concave Density.
J. Comput. Graph. Stat.
Guenther Walther, Alnur Ali, Xinyue Shen, Stephen P. Boyd
2019 J jnl
A Distributed Method for Optimal Capacity Reservation.
J. Optim. Theory Appl.
Nicholas Moehle, Xinyue Shen, Zhi-Quan Luo, Stephen P. Boyd
2019 J jnl
Linearized ADMM for Nonconvex Nonsmooth Optimization With Convergence Analysis.
IEEE Access
Qinghua Liu, Xinyue Shen, Yuantao Gu
2019 J jnl
Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees.
IEEE Trans. Signal Process.
Chengzhu Yang, Xinyue Shen, Hongbing Ma, Badong Chen, Yuantao Gu, Hing Cheung So
2018 J jnl
Nonconvex Sparse Logistic Regression With Weakly Convex Regularization.
IEEE Trans. Signal Process.
Xinyue Shen, Yuantao Gu
2018 Misc conf
Nonconvex Sparse Logistic Regression via Proximal Gradient Descent.
ICASSP
Xinyue Shen, Yuantao Gu
2018 J jnl
Sparse Recovery Conditions and Performance Bounds for ℓ
IEEE Trans. Signal Process.
Chengzhu Yang, Xinyue Shen, Hongbing Ma, Yuantao Gu, Hing-Cheung So
2018 — conf
Subspace Data Visualization with Dissimilarity Based on Principal Angle.
DSW
Xinyue Shen, Yuchen Jiao, Yuantao Gu
2018 — conf
Subspace Principal Angle Preserving Property of Gaussian Random Projection.
DSW
Yuchen Jiao, Xinyue Shen, Gen Li, Yuantao Gu
2017 J jnl
A Distributed Method for Optimal Capacity Reservation.
CoRR
Nicholas Moehle, Xinyue Shen, Zhi-Quan Luo, Stephen P. Boyd
2017 J jnl
Linearized ADMM for Non-convex Non-smooth Optimization with Convergence Analysis.
CoRR
Qinghua Liu, Xinyue Shen, Yuantao Gu
2017 J jnl
Nonconvex Sparse Logistic Regression with Weakly Convex Regularization.
CoRR
Xinyue Shen, Yuantao Gu
2017 — conf
Sparse subspace clustering using square-root penalty.
DSP
Linghang Meng, Xinyue Shen, Yuantao Gu
2017 J jnl
Time-Varying Graph Signal Reconstruction.
IEEE J. Sel. Top. Signal Process.
Kai Qiu, Xianghui Mao, Xinyue Shen, Xiaohan Wang, Tiejian Li, Yuantao Gu
2016 Misc conf
Beyond union of subspaces: Subspace pursuit on Grassmann manifold for data representation.
ICASSP
Xinyue Shen, Hamid Krim, Yuantao Gu
2016 — conf
Disciplined convex-concave programming.
CDC
Xinyue Shen, Steven Diamond, Yuantao Gu, Stephen P. Boyd
2016 J jnl
Square-Root Lasso With Nonconvex Regularization: An ADMM Approach.
IEEE Signal Process. Lett.
Xinyue Shen, Laming Chen, Yuantao Gu, Hing-Cheung So
2015 — conf
Anti-sparse representation for continuous function by dual atomic norm with application in OFDM.
GlobalSIP
Xinyue Shen, Yuantao Gu
2015 J jnl
Restricted Isometry Property of Subspace Projection Matrix Under Random Compression.
CoRR
Xinyue Shen, Yuantao Gu
2015 J jnl
Restricted Isometry Property of Subspace Projection Matrix Under Random Compression.
IEEE Signal Process. Lett.
Xinyue Shen, Yuantao Gu
2015 Misc conf
Subspace projection matrix completion on Grassmann manifold.
ICASSP
Xinyue Shen, Yuantao Gu
2014 Misc conf
Robust off-grid recovery from compressed measurements.
ICASSP
Xinyue Shen, Justin K. Romberg, Yuantao Gu