| 2022 | IGARSS | Spectral Super-Resolution for Hyperspectral Image Reconstruction Using Dictionary and Machine Learning. | Swastik Bhattacharya, Kedar Remane, Bruce C. Kindel, Gongguo Tang |
| 2021 | ACSSC | Data-driven Parameter Estimation Of Contaminated Damped Exponentials. | Youye Xie, Michael B. Wakin, Gongguo Tang |
| 2021 | ICMLA | Data-driven Support Recovery for Sparse Signals with Non-stationary Modulation. | Youye Xie, Michael B. Wakin, Gongguo Tang |
| 2020 | ICPR | Learning To Find Good Correspondences Of Multiple Objects. | Youye Xie, Yingheng Tang, Gongguo Tang, William A. Hoff |
| 2019 | ACSSC | The Local Geometry of Orthogonal Dictionary Learning using L1 Minimization. | Qiuwei Li, Zhihui Zhu, Michael B. Wakin, Gongguo Tang |
| 2019 | ACSSC | Support Recovery for Sparse Recovery and Non-stationary Blind Demodulation. | Youye Xie, Michael B. Wakin, Gongguo Tang |
| 2019 | ICASSP | Simultaneous Blind Deconvolution and Phase Retrieval with Tensor Iterative Hard Thresholding. | Shuang Li, Gongguo Tang, Michael B. Wakin |
| 2019 | ICASSP | The Geometry of Equality-constrained Global Consensus Problems. | Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin |
| 2019 | ICASSP | Sparse Recovery and Non-stationary Blind Demodulation. | Youye Xie, Michael B. Wakin, Gongguo Tang |
| 2019 | ICIP | Fast Approximation of Non-Negative Sparse Recovery via Deep Learning. | Youye Xie, Zifan Wang, Weiping Pei, Gongguo Tang |
| 2019 | ICML | Alternating Minimizations Converge to Second-Order Optimal Solutions. | Qiuwei Li, Zhihui Zhu, Gongguo Tang |
| 2019 | SDM | Spherical Principal Component Analysis. | Kai Liu, Qiuwei Li, Hua Wang, Gongguo Tang |
| 2018 | WACV | Chess Piece Recognition Using Oriented Chamfer Matching with a Comparison to CNN. | Youye Xie, Gongguo Tang, William A. Hoff |
| 2017 | ACSSC | Convex and nonconvex geometries of symmetric tensor factorization. | Qiuwei Li, Gongguo Tang |
| 2017 | ACSSC | A super-resolution algorithm for multiband signal identification. | Zhihui Zhu, Dehui Yang, Michael B. Wakin, Gongguo Tang |
| 2017 | ICMV | Geometry-based populated chessboard recognition. | Youye Xie, Gongguo Tang, William A. Hoff |
| 2016 | ICASSP | Non-stationary blind super-resolution. | Dehui Yang, Gongguo Tang, Michael B. Wakin |
| 2015 | ICML | Guaranteed Tensor Decomposition: A Moment Approach. | Gongguo Tang, Parikshit Shah |
| 2014 | ACSSC | Robust line spectral estimation. | Gongguo Tang, Parikshit Shah, Badri Narayan Bhaskar, Benjamin Recht |
| 2013 | ACSSC | Sparse recovery over continuous dictionaries-just discretize. | Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht |
| 2013 | CISS | Near minimax line spectral estimation. | Gongguo Tang, Badri Narayan Bhaskar, Benjamin Recht |
| 2012 | CISS | Quickest search for a rare distribution. | Matthew Malloy, Gongguo Tang, Robert D. Nowak |
| 2012 | ICASSP | Optimal time-of-use electricity pricing using game theory. | Peng Yang, Gongguo Tang, Arye Nehorai |
| 2011 | CISS | Verifiable and computable ℓ∞ performance evaluation of ℓ1 sparse signal recovery. | Gongguo Tang, Arye Nehorai |
| 2011 | CISS | Robust principal component analysis based on low-rank and block-sparse matrix decomposition. | Gongguo Tang, Arye Nehorai |
| 2010 | ICASSP | Support recovery for source localization based on overcomplete signal representation. | Gongguo Tang, Arye Nehorai |