Weiyu Xu

Overview

Best Publications

• Compressed sensing : theory and applications

  Yonina C. Eldar;Gitta Kutyniok

  2939
  Citations

• Efficient and Robust Compressed Sensing Using Optimized Expander Graphs

  S. Jafarpour;Weiyu Xu;B. Hassibi;R. Calderbank

  247
  Citations

• Weighted ℓ 1 minimization for sparse recovery with prior information

  M. Amin Khajehnejad;Weiyu Xu;A. Salman Avestimehr;Babak Hassibi

  243
  Citations

• Efficient Compressive Sensing with Deterministic Guarantees Using Expander Graphs

  Weiyu Xu;B. Hassibi

  233
  Citations

• Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization

  B. Recht;Weiyu Xu;B. Hassibi

  177
  Citations

• Null space conditions and thresholds for rank minimization

  Benjamin Recht;Weiyu Xu;Babak Hassibi

  161
  Citations

• Sparse Recovery of Nonnegative Signals With Minimal Expansion

  M A Khajehnejad;Alexandros G Dimakis;Weiyu Xu;Babak Hassibi

  144
  Citations

• Compressive sensing over graphs

  Weiyu Xu;Enrique Mallada;Ao Tang

  144
  Citations

• Accuracy of the Morphology Enabled Dipole Inversion (MEDI) Algorithm for Quantitative Susceptibility Mapping in MRI

  Tian Liu;Weiyu Xu;P. Spincemaille;A. S. Avestimehr

  142
  Citations

• Analyzing Weighted $ll_1$ Minimization for Sparse Recovery With Nonuniform Sparse Models

  M A Khajehnejad;Weiyu Xu;A S Avestimehr;B Hassibi

  138
  Citations

• A Unique “Nonnegative” Solution to an Underdetermined System: From Vectors to Matrices

  Meng Wang;Weiyu Xu;Ao Tang

  104
  Citations

• Compressed sensing over the Grassmann manifold: A unified analytical framework

  Weiyu Xu;B. Hassibi

  94
  Citations

• Precise semidefinite programming formulation of atomic norm minimization for recovering d-dimensional (D ≥ 2) off-the-grid frequencies

  Weiyu Xu;Jian-Feng Cai;Kumar Vijay Mishra;Myung Cho

  91
  Citations

• Compressed sensing - probabilistic analysis of a null-space characterization

  M. Stojnic;Weiyu Xu;B. Hassibi

  88
  Citations

• Spectral Super-Resolution With Prior Knowledge

  Kumar Vijay Mishra;Myung Cho;Anton Kruger;Weiyu Xu

  88
  Citations

• Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction.

  Jian-Feng Cai;Xiaobo Qu;Weiyu Xu;Gui-Bo Ye

  85
  Citations

• On the Performance of Sparse Recovery Via $ll_p$ -Minimization $(0 \leq p \leq 1)$

  Meng Wang;Weiyu Xu;Ao Tang

  80
  Citations

• Near-Optimal Detection in MIMO Systems Using Gibbs Sampling

  Morten Hansen;Babak Hassibi;Alexandros G. Dimakis;Weiyu Xu

  69
  Citations

• Sparse Error Correction From Nonlinear Measurements With Applications in Bad Data Detection for Power Networks

  Weiyu Xu;Meng Wang;Jian-Feng Cai;Ao Tang

  61
  Citations

• A computationally efficient exact ML sphere decoder

  Weiyu Xu;Youzheng Wang;Zucheng Zhou;Jing Wang

  60
  Citations

• Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: An Analysis of the Stationary Distribution and Mixing Time

  Babak Hassibi;Morten Hansen;Alexandros G. Dimakis;Haider Ali Jasim Alshamary

  51
  Citations

• Guarantees of total variation minimization for signal recovery

  Jian-Feng Cai;Weiyu Xu

  42
  Citations

• Analyzing Weighted $ll_1$ Minimization for Sparse Recovery with Nonuniform Sparse Modelsootnote{The results of this paper were presented in part at the International Symposium on Information Theory, ISIT 2009}

  M. Amin Khajehnejad;Weiyu Xu;Amir Salman Avestimehr;Babak Hassibi

  3
  Citations