Song Li

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 8

Top Topics

Norm Regularization

Worst Case Bounds

Compressed Data

Sparse Representation

Top Venues

IEEE Trans. Inf. Theory

J. Approx. Theory

IEEE Trans. Signal Process.

Publications

Yi Shen, Chenyun Yu, Yuan Shen, Song Li
On sparse recovery algorithms in unions of orthonormal bases. J. Approx. Theory 289 (2023)
Yi Shen, Chenyun Yu, Yuan Shen, Song Li
An Open Problem on Sparse Representations in Unions of Bases. IEEE Trans. Inf. Theory 68 (7) (2022)
Song Li, Junhong Lin, Dekai Liu, Wenchang Sun
Iterative hard thresholding for compressed data separation. J. Complex. 59 (2020)
Dekai Liu, Song Li, Yi Shen
One-Bit Compressive Sensing With Projected Subgradient Method Under Sparsity Constraints. IEEE Trans. Inf. Theory 65 (10) (2019)
Rui Zhang, Song Li
(0<t<4/3). IEEE Trans. Inf. Theory 64 (3) (2018)
Yu Xia, Song Li
Analysis Recovery With Coherent Frames and Correlated Measurements. IEEE Trans. Inf. Theory 62 (11) (2016)
Junhong Lin, Song Li
Restricted $q$-Isometry Properties Adapted to Frames for Nonconvex $l_q$-Analysis. CoRR (2016)
Junhong Lin, Song Li
-Analysis. IEEE Trans. Inf. Theory 62 (8) (2016)
Junhong Lin, Song Li
Nonuniform support recovery from noisy random measurements by Orthogonal Matching Pursuit. J. Approx. Theory 165 (1) (2013)
Junhong Lin, Song Li, Yi Shen
New Bounds for Restricted Isometry Constants With Coherent Tight Frames. IEEE Trans. Signal Process. 61 (3) (2013)
Junhong Lin, Song Li, Yi Shen
Compressed Data Separation With Redundant Dictionaries. IEEE Trans. Inf. Theory 59 (7) (2013)
Junhong Lin, Song Li
Sparse Recovery with Coherent Tight Frame via Analysis Dantzig Selector and Analysis LASSO CoRR (2013)
Yi Shen, Song Li
Restricted p-isometry property and its application for nonconvex compressive sensing. Adv. Comput. Math. 37 (3) (2012)
Song Li, Junhong Lin
Compressed Sensing with coherent tight frames via $l_q$-minimization for $0<q\leq1$ CoRR (2011)
Yi Shen, Song Li
Cascade algorithm associated with Hölder continuous masks. Appl. Math. Lett. 22 (8) (2009)