Weiyu Xu
Weiyu Xu
Associate Professor, University of Iowa
Verified email at uiowa.edu - Homepage
TitleCited byYear
Compressed sensing: theory and applications
YC Eldar, G Kutyniok
Cambridge University Press, 2012
19862012
Efficient compressive sensing with deterministic guarantees using expander graphs
W Xu, B Hassibi
2007 IEEE Information Theory Workshop, 414-419, 2007
2092007
Efficient and robust compressed sensing using optimized expander graphs
S Jafarpour, W Xu, B Hassibi, R Calderbank
Information Theory, IEEE Transactions, 2009
205*2009
Weighted Minimization for Sparse Recovery with Prior Information
MA Khajehnejad, W Xu, S Avestimehr, B Hassibi
Arxiv preprint arXiv:0901.2912, 2009
177*2009
Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization
B Recht, W Xu, B Hassibi
2008 47th IEEE Conference on Decision and Control, 3065-3070, 2008
1332008
Null space conditions and thresholds for rank minimization
B Recht, W Xu, B Hassibi
Mathematical Programming, 1-28, 2011
1322011
Compressive sensing over graphs
W Xu, E Mallada, A Tang
INFOCOM, 2011 Proceedings IEEE, 2087-2095, 2011
1152011
Analyzing Weighted Minimization for Sparse Recovery With Nonuniform Sparse Models
MA Khajehnejad, W Xu, AS Avestimehr, B Hassibi
Signal Processing, IEEE Transactions on 59 (5), 1985-2001, 2011
1102011
Sparse recovery of nonnegative signals with minimal expansion
MA Khajehnejad, AG Dimakis, W Xu, B Hassibi
Signal Processing, IEEE Transactions on 59 (1), 196-208, 2011
1102011
Compressed sensing over the grassmann manifold: A unified analytical framework
W Xu, B Hassibi
Communication, Control, and Computing, 2008 46th Annual Allerton Conference …, 2008
892008
Accuracy of the morphology enabled dipole inversion (MEDI) algorithm for quantitative susceptibility mapping in MRI
T Liu, W Xu, P Spincemaille, AS Avestimehr, Y Wang
IEEE transactions on medical imaging 31 (3), 816-824, 2012
882012
A unique “nonnegative” solution to an underdetermined system: From vectors to matrices
M Wang, W Xu, A Tang
IEEE Transactions on Signal Processing 59 (3), 1007-1016, 2011
772011
A Unique “Nonnegative” Solution to an Underdetermined System: From Vectors to Matrices
M Wang, W Xu, A Tang
Signal Processing, IEEE Transactions on 59 (3), 1007-1016, 2011
772011
Compressed sensing-probabilistic analysis of a null-space characterization
M Stojnic, W Xu, B Hassibi
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE …, 2008
752008
Sparse error correction from nonlinear measurements with applications in bad data detection for power networks
W Xu, M Wang, JF Cai, A Tang
IEEE Transactions on Signal Processing 61 (24), 6175-6187, 2013
63*2013
On the Performance of Sparse Recovery Via -Minimization
M Wang, W Xu, A Tang
IEEE Transactions on Information Theory 57 (11), 7255-7278, 2011
582011
Near-optimal detection in MIMO systems using Gibbs sampling
M Hansen, B Hassibi, AG Dimakis, W Xu
Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE, 1-6, 2009
582009
Precise semidefinite programming formulation of atomic norm minimization for recovering d-dimensional (d≥ 2) off-the-grid frequencies
W Xu, JF Cai, KV Mishra, M Cho, A Kruger
Information Theory and Applications Workshop (ITA), 2014, 1-4, 2014
562014
A computationally efficient exact ML sphere decoder
W Xu, Y Wang, Z Zhou, J Wang
Global Telecommunications Conference, 2004. GLOBECOM'04. IEEE 4, 2594-2598 …, 2004
562004
Breaking through the thresholds: an analysis for iterative reweighted ℓ1 minimization via the grassmann angle framework
W Xu, MA Khajehnejad, AS Avestimehr, B Hassibi
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International …, 2010
482010
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