Gongguo Tang
Orcid: 0000-0002-7879-1338
According to our database1,
Gongguo Tang
authored at least 84 papers
between 2007 and 2022.
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Bibliography
2022
Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem.
IEEE Trans. Signal Process., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Spectral Super-Resolution for Hyperspectral Image Reconstruction Using Dictionary and Machine Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
IEEE Trans. Inf. Theory, 2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
IEEE Trans. Signal Process., 2020
IEEE Trans. Inf. Theory, 2020
The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery Without Regularization.
IEEE Signal Process. Lett., 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
IEEE Trans. Signal Process., 2019
IEEE Control. Syst. Lett., 2019
CoRR, 2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Simultaneous Blind Deconvolution and Phase Retrieval with Tensor Iterative Hard Thresholding.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
Vandermonde Factorization of Hankel Matrix for Complex Exponential Signal Recovery - Application in Fast NMR Spectroscopy.
IEEE Trans. Signal Process., 2018
IEEE Trans. Signal Process., 2018
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018
2017
CoRR, 2017
Proceedings of the Tenth International Conference on Machine Vision, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
The nonconvex geometry of low-rank matrix optimizations with general objective functions.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
Semidefinite Programming for Computable Performance Bounds on Block-Sparsity Recovery.
IEEE Trans. Signal Process., 2016
IEEE Trans. Inf. Theory, 2016
Demixing Sines and Spikes: Robust Spectral Super-resolution in the Presence of Outliers.
CoRR, 2016
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Approximate support recovery of atomic line spectral estimation: A tale of resolution and precision.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
2015
CoRR, 2015
Optimal Low-Rank Tensor Recovery from Separable Measurements: Four Contractions Suffice.
CoRR, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
2014
Gridless compressive-sensing methods for frequency estimation: Points of tangency and links to basics.
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
IEEE Trans. Signal Process., 2013
IEEE Trans. Inf. Theory, 2013
Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Designing OFDM Radar Waveform for Target Detection Using Multi-objective Optimization.
Proceedings of the Advances in Heuristic Signal Processing and Applications, 2013
2012
IEEE Trans. Inf. Theory, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
Performance Analysis of Sparse Recovery Based on Constrained Minimal Singular Values.
IEEE Trans. Signal Process., 2011
IEEE Trans. Signal Process., 2011
IEEE Trans. Signal Process., 2011
IEEE Trans. Signal Process., 2011
Fixed point theory and semidefinite programming for computable performance analysis of block-sparsity recovery
CoRR, 2011
Verifiable and Computable l<sub>infinitfy</sub> Performance Evaluation of l<sub>1</sub> Sparse Signal Recovery
CoRR, 2011
Robust principal component analysis based on low-rank and block-sparse matrix decomposition.
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011
2010
The ℓ<sub>1</sub>-Constrained Minimal Singular Value: a Computable Quantification of the Stability of Sparse Signal Reconstruction
CoRR, 2010
Support recovery for source localization based on overcomplete signal representation.
Proceedings of the IEEE International Conference on Acoustics, 2010
The stability of low-rank matrix reconstruction: A constrained singular value perspective.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
2009
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007