Gongguo Tang

ORCID

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 67

Top Venues

CoRR

IEEE Trans. Signal Process.

ACSSC

IEEE Trans. Inf. Theory

Publications

Swastik Bhattacharya, Kedar Remane, Bruce C. Kindel, Gongguo Tang
Spectral Super-Resolution for Hyperspectral Image Reconstruction Using Dictionary and Machine Learning. IGARSS (2022)
Zhen Qin, Alexander Lidiak, Zhexuan Gong, Gongguo Tang, Michael B. Wakin, Zhihui Zhu
Error Analysis of Tensor-Train Cross Approximation. NeurIPS (2022)
Shuang Li, Gongguo Tang, Michael B. Wakin
Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem. IEEE Trans. Signal Process. 70 (2022)
Zhen Qin, Alexander Lidiak, Zhexuan Gong, Gongguo Tang, Michael B. Wakin, Zhihui Zhu
Error Analysis of Tensor-Train Cross Approximation. CoRR (2022)
Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
The Global Optimization Geometry of Low-Rank Matrix Optimization. IEEE Trans. Inf. Theory 67 (2) (2021)
Youye Xie, Michael B. Wakin, Gongguo Tang
Data-driven Parameter Estimation Of Contaminated Damped Exponentials. ACSCC (2021)
Youye Xie, Michael B. Wakin, Gongguo Tang
Data-driven Support Recovery for Sparse Signals with Non-stationary Modulation. ICMLA (2021)
Shuang Li, Gongguo Tang, Michael B. Wakin
Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem. CoRR (2021)
Youye Xie, Michael B. Wakin, Gongguo Tang
Contaminated Multiband Signal Identification Via Deep Learning. SSP (2021)
Youye Xie, Yingheng Tang, Gongguo Tang, William A. Hoff
Learning To Find Good Correspondences Of Multiple Objects. ICPR (2020)
Shuang Li, Michael B. Wakin, Gongguo Tang
Atomic Norm Denoising for Complex Exponentials With Unknown Waveform Modulations. IEEE Trans. Inf. Theory 66 (6) (2020)
Shuang Li, Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin
The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery Without Regularization. IEEE Signal Process. Lett. 27 (2020)
Youye Xie, Michael B. Wakin, Gongguo Tang
Support Recovery for Sparse Signals With Unknown Non-Stationary Modulation. IEEE Trans. Signal Process. 68 (2020)
Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin
The Geometry of Equality-constrained Global Consensus Problems. ICASSP (2019)
Youye Xie, Zifan Wang, Weiping Pei, Gongguo Tang
Fast Approximation of Non-Negative Sparse Recovery via Deep Learning. ICIP (2019)
Kai Liu, Qiuwei Li, Hua Wang, Gongguo Tang
Spherical Principal Component Analysis. CoRR (2019)
Shuang Li, Gongguo Tang, Michael B. Wakin
Simultaneous Blind Deconvolution and Phase Retrieval with Tensor Iterative Hard Thresholding. ICASSP (2019)
Jonathan Helland, Michael B. Wakin, Gongguo Tang
A Super-Resolution Algorithm for Extended Target Localization. CAMSAP (2019)
Youye Xie, Michael B. Wakin, Gongguo Tang
Simultaneous Sparse Recovery and Blind Demodulation. IEEE Trans. Signal Process. 67 (19) (2019)
Kai Liu, Qiuwei Li, Hua Wang, Gongguo Tang
Spherical Principal Component Analysis. SDM (2019)
Youye Xie, Michael B. Wakin, Gongguo Tang
Support Recovery for Sparse Recovery and Non-stationary Blind Demodulation. ACSSC (2019)
Tyrone L. Vincent, Gongguo Tang, Peter Weddle
A Convex Relaxation for Model Predictive Control of a Class of Hammerstein Systems. IEEE Control. Syst. Lett. 3 (4) (2019)
Youye Xie, Michael B. Wakin, Gongguo Tang
Simultaneous Sparse Recovery and Blind Demodulation. CoRR (2019)
Zhihui Zhu, Qiuwei Li, Xinshuo Yang, Gongguo Tang, Michael B. Wakin
Distributed Low-rank Matrix Factorization With Exact Consensus. NeurIPS (2019)
Youye Xie, Michael B. Wakin, Gongguo Tang
Support Recovery for Sparse Signals with Non-stationary Modulation. CoRR (2019)
Shuang Li, Gongguo Tang, Michael B. Wakin
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk. NeurIPS (2019)
Shuang Li, Michael B. Wakin, Gongguo Tang
Atomic Norm Denoising for Complex Exponentials with Unknown Waveform Modulations. CoRR (2019)
Qiuwei Li, Xinshuo Yang, Zhihui Zhu, Gongguo Tang, Michael B. Wakin
The Geometric Effects of Distributing Constrained Nonconvex Optimization Problems. CAMSAP (2019)
Qiuwei Li, Zhihui Zhu, Gongguo Tang
Alternating Minimizations Converge to Second-Order Optimal Solutions. ICML (2019)
Youye Xie, Michael B. Wakin, Gongguo Tang
Sparse Recovery and Non-stationary Blind Demodulation. ICASSP (2019)
Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin
Provable Bregman-divergence based Methods for Nonconvex and Non-Lipschitz Problems. CoRR (2019)
Qiuwei Li, Zhihui Zhu, Michael B. Wakin, Gongguo Tang
The Local Geometry of Orthogonal Dictionary Learning using L1 Minimization. ACSSC (2019)
Shuang Li, Gongguo Tang, Michael B. Wakin
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk. CoRR (2019)
Armin Eftekhari, Tamir Bendory, Gongguo Tang
Stable Super-Resolution of Images. CoRR (2018)
Shuang Li, Dehui Yang, Gongguo Tang, Michael B. Wakin
Atomic Norm Minimization for Modal Analysis From Random and Compressed Samples. IEEE Trans. Signal Process. 66 (7) (2018)
Youye Xie, Gongguo Tang, William A. Hoff
Chess Piece Recognition Using Oriented Chamfer Matching with a Comparison to CNN. WACV (2018)
Jiaxi Ying, Jian-Feng Cai, Di Guo, Gongguo Tang, Zhong Chen, Xiaobo Qu
Vandermonde Factorization of Hankel Matrix for Complex Exponential Signal Recovery - Application in Fast NMR Spectroscopy. IEEE Trans. Signal Process. 66 (21) (2018)
Weiping Pei, Youye Xie, Gongguo Tang
Spammer Detection via Combined Neural Network. MLDM (1) (2018)
Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
Global Optimality in Low-Rank Matrix Optimization. IEEE Trans. Signal Process. 66 (13) (2018)
Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
Global Optimality in Distributed Low-rank Matrix Factorization. CoRR (2018)
Youye Xie, Gongguo Tang, William A. Hoff
Geometry-based populated chessboard recognition. ICMV (2017)
Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
Global optimality in low-rank matrix optimization. GlobalSIP (2017)
Shuang Li, Dehui Yang, Gongguo Tang, Michael B. Wakin
Atomic Norm Minimization for Modal Analysis from Random and Compressed Samples. CoRR (2017)
Qiuwei Li, Gongguo Tang
The nonconvex geometry of low-rank matrix optimizations with general objective functions. GlobalSIP (2017)
Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
Global Optimality in Low-rank Matrix Optimization. CoRR (2017)
Zhihui Zhu, Dehui Yang, Michael B. Wakin, Gongguo Tang
A super-resolution algorithm for multiband signal identification. ACSSC (2017)
Qiuwei Li, Zhihui Zhu, Gongguo Tang
Geometry of Factored Nuclear Norm Regularization. CoRR (2017)
Qiuwei Li, Gongguo Tang
Convex and nonconvex geometries of symmetric tensor factorization. ACSSC (2017)
Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin
The Global Optimization Geometry of Nonsymmetric Matrix Factorization and Sensing. CoRR (2017)
Youye Xie, Shuang Li, Gongguo Tang, Michael B. Wakin
Radar signal demixing via convex optimization. DSP (2017)
Zhihui Zhu, Gongguo Tang, Pawan Setlur, Sandeep Gogineni, Michael B. Wakin, Muralidhar Rangaswamy
Super-resolution in SAR imaging: Analysis with the atomic norm. SAM (2016)
Dehui Yang, Gongguo Tang, Michael B. Wakin
Non-stationary blind super-resolution. ICASSP (2016)
Qiuwei Li, Gongguo Tang
Approximate support recovery of atomic line spectral estimation: A tale of resolution and precision. GlobalSIP (2016)
Dehui Yang, Gongguo Tang, Michael B. Wakin
Super-Resolution of Complex Exponentials from Modulations with Unknown Waveforms. CoRR (2016)
Dehui Yang, Gongguo Tang, Michael B. Wakin
Super-Resolution of Complex Exponentials From Modulations With Unknown Waveforms. IEEE Trans. Inf. Theory 62 (10) (2016)
Qiuwei Li, Gongguo Tang
The Nonconvex Geometry of Low-Rank Matrix Optimizations with General Objective Functions. CoRR (2016)
Qiuwei Li, Gongguo Tang
Approximate Support Recovery of Atomic Line Spectral Estimation: A Tale of Resolution and Precision. CoRR (2016)
Carlos Fernandez-Granda, Gongguo Tang, Xiaodong Wang, Le Zheng
Demixing Sines and Spikes: Robust Spectral Super-resolution in the Presence of Outliers. CoRR (2016)
Gongguo Tang, Arye Nehorai
Semidefinite Programming for Computable Performance Bounds on Block-Sparsity Recovery. IEEE Trans. Signal Process. 64 (17) (2016)
Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang
Overcomplete Tensor Decomposition via Convex Optimization. CoRR (2016)
Gongguo Tang, Parikshit Shah
Guaranteed Tensor Decomposition: A Moment Approach. ICML (2015)
Parikshit Shah, Nikhil S. Rao, Gongguo Tang
Sparse and Low-Rank Tensor Decomposition. NIPS (2015)
Gongguo Tang, Arye Nehorai
Computable Performance Bounds on Sparse Recovery. IEEE Trans. Signal Process. 63 (1) (2015)
Parikshit Shah, Nikhil S. Rao, Gongguo Tang
Optimal Low-Rank Tensor Recovery from Separable Measurements: Four Contractions Suffice. CoRR (2015)
Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang
Overcomplete tensor decomposition via convex optimization. CAMSAP (2015)
Li-Hao Yeh, Jonathan Dong, Jingshan Zhong, Lei Tian, Michael Chen, Gongguo Tang, Mahdi Soltanolkotabi, Laura Waller
Experimental robustness of Fourier Ptychography phase retrieval algorithms. CoRR (2015)
Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
Near Minimax Line Spectral Estimation. IEEE Trans. Inf. Theory 61 (1) (2015)
Petre Stoica, Gongguo Tang, Zai Yang, Dave Zachariah
Gridless compressive-sensing methods for frequency estimation: Points of tangency and links to basics. EUSIPCO (2014)
Gongguo Tang, Parikshit Shah, Badri Narayan Bhaskar, Benjamin Recht
Robust line spectral estimation. ACSSC (2014)
Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
Near Minimax Line Spectral Estimation CoRR (2013)
Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
Near minimax line spectral estimation. CISS (2013)
Gongguo Tang, Badri Narayan Bhaskar, Parikshit Shah, Benjamin Recht
Compressed Sensing Off the Grid. IEEE Trans. Inf. Theory 59 (11) (2013)
Matthew Malloy, Gongguo Tang, Robert D. Nowak
The Sample Complexity of Search Over Multiple Populations. IEEE Trans. Inf. Theory 59 (8) (2013)
Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht
Sparse recovery over continuous dictionaries-just discretize. ACSSC (2013)
Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
Atomic Norm Denoising With Applications to Line Spectral Estimation. IEEE Trans. Signal Process. 61 (23) (2013)
Parikshit Shah, Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
Linear system identification via atomic norm regularization. CDC (2012)
Gongguo Tang, Badri Narayan Bhaskar, Parikshit Shah, Benjamin Recht
Compressive sensing off the grid. Allerton Conference (2012)
Gongguo Tang, Badri Narayan Bhaskar, Parikshit Shah, Benjamin Recht
Compressed Sensing off the Grid CoRR (2012)
Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
Atomic norm denoising with applications to line spectral estimation CoRR (2012)
Matthew Malloy, Gongguo Tang, Robert D. Nowak
The Sample Complexity of Search over Multiple Populations CoRR (2012)
Gongguo Tang, Arye Nehorai
The Stability of Low-Rank Matrix Reconstruction: A Constrained Singular Value View. IEEE Trans. Inf. Theory 58 (9) (2012)
Matthew Malloy, Gongguo Tang, Robert D. Nowak
Quickest search for a rare distribution. CISS (2012)
Parikshit Shah, Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht
Linear System Identification via Atomic Norm Regularization CoRR (2012)
Peng Yang, Gongguo Tang, Arye Nehorai
Optimal time-of-use electricity pricing using game theory. ICASSP (2012)
Gongguo Tang, Arye Nehorai
Sparse Signal Recovery CoRR (2011)
Gongguo Tang, Arye Nehorai
Fixed point theory and semidefinite programming for computable performance analysis of block-sparsity recovery CoRR (2011)
Gongguo Tang, Arye Nehorai
Verifiable and computable ℓ∞ performance evaluation of ℓ1 sparse signal recovery. CISS (2011)
Gongguo Tang, Arye Nehorai
Lower Bounds on the Mean-Squared Error of Low-Rank Matrix Reconstruction. IEEE Trans. Signal Process. 59 (10) (2011)
Satyabrata Sen, Gongguo Tang, Arye Nehorai
Multiobjective Optimization of OFDM Radar Waveform for Target Detection. IEEE Trans. Signal Process. 59 (2) (2011)
Gongguo Tang, Arye Nehorai
Constrained Cramér-Rao Bound on Robust Principal Component Analysis. IEEE Trans. Signal Process. 59 (10) (2011)
Gongguo Tang, Arye Nehorai
Performance Analysis of Sparse Recovery Based on Constrained Minimal Singular Values. IEEE Trans. Signal Process. 59 (12) (2011)
Gongguo Tang, Arye Nehorai
Robust principal component analysis based on low-rank and block-sparse matrix decomposition. CISS (2011)
Gongguo Tang, Arye Nehorai
Computable performance analysis of block-sparsity recovery. CAMSAP (2011)
Peng Yang, Gongguo Tang, Arye Nehorai
Sparsity-enforced regression based on over-complete dictionary. CAMSAP (2011)
Gongguo Tang, Arye Nehorai
The stability of low-rank matrix reconstruction: A constrained singular value perspective. Allerton (2010)
Gongguo Tang, Arye Nehorai
Support recovery for source localization based on overcomplete signal representation. ICASSP (2010)
Gongguo Tang, Arye Nehorai
Performance analysis for sparse support recovery. IEEE Trans. Inf. Theory 56 (3) (2010)
Gongguo Tang, Arye Nehorai
-Constrained Minimal Singular Value: a Computable Quantification of the Stability of Sparse Signal Reconstruction CoRR (2010)
Marija M. Nikolic, Gongguo Tang, Antonije R. Djordjevic, Arye Nehorai
Electromagnetic imaging using compressive sensing. Allerton (2010)
Gongguo Tang, Arye Nehorai
The Stability of Low-Rank Matrix Reconstruction: a Constrained Singular Value View CoRR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gongguo Tang