Myung (Michael) Cho, Ph.D.

Use of compressed sensing to expedite high-throughput diagnostic testing for COVID-19 and beyond, PLOS Computational Biology - October 24, 2022
Collaborators: Kody Waldstein, Primary Author; Jirong Yi, Primary Author; Raghu Mudumbai, Co-Author; Xiaodong Wu, Co-Author; Steven Varga, Corresponding Author; Weiyu Xu, Corresponding Author

Iterative shrinkage-thresholding algorithm and model-based neural network for sparse LQR control design, Proceedings of European Control Conference (ECC) - August 5, 2022
Collaborator: Aranya Chakrabortty, Co-Author

Moving target tracking with missing data in 2-D or higher dimension, Proceedings of Asilomar conference on Signals, Systems, and Computers - March 4, 2022
Collaborators: Jarod Klinefelter, Co-Author; Henry Chiapa, Co-Author; Leland Ralston, Co-Author

Distributed dual coordinate ascent in general tree networks and communication network effect on synchronous machine learning, IEEE Journal on Selected Areas in Communications - May 10, 2021
Collaborators: Lifeng Lai, Co-Author; Weiyu Xu, Co-Author

Communication-efficient optimal control design for distributed control systems in cooperative vehicular networks, Proceedings of IEEE Vehicular Technology Society Conference (VTC2020-Spring) - June 30, 2020
Collaborator: Abdallah Abdallah, Co-Author

Generalized distributed dual coordinate ascent in a tree network for machine learning, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) - April, 2019
Collaborators: Lifeng Lai, Co-Author; Weiyu Xu, Co-Author

Shift-invariant subspace tracking with missing data, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) - April, 2019
Collaborator: Yuejie Chi, Co-Author

A non-convex approach to joint sensor calibration and spectrum estimation, Proceedings of IEEE Statistical Signal Processing (SSP) Workshop - August, 2018
Collaborators: Wenjing Liao, Co-Author; Yuejie Chi, Co-Author

Separation-free super-resolution from compressed measurements is possible: An orthonormal atomic norm minimization approach, Proceedings of IEEE International Symposium on Information Theory (ISIT) - June, 2018
Collaborators: Weiyu Xu, Author; Jirong Yi, Co-Author; Soura Dasgupta, Co-Author; Jian-Feng Cai, Co-Author; Mathews Jacob, Co-Author

Computable performance guarantees for compressed sensing matrices, EURASIP Journal on Advances in Signal Processing - February, 2018
Collaborators: Kumar Vijay Mishra, Co-Author; Weiyu Xu, Co-Author

Fast dose optimization for rotating shield brachytherapy, Medical Physics - September, 2017
Collaborators: Xiaodong Wu, Co-Author; Hossein Dadkhah, Co-Author; Jirong Yi, Co-Author; Ryan Flynn, Co-Author; Yusung Kim, Co-Author; Weiyu Xu, Co-Author

2D Phaseless super-resolution in the continuous domain, Proceedings of SPIE Wavelets and Sparsity XVII - August, 2017
Collaborators: Christos Thrampoulidis, Co-Author; Weiyu Xu, Co-Author; Babak Hassibi, Co-Author

Multi-catheter rotating shield brachytherapy control system, American Association of Physicists in Medicine (AAPM) - August, 2017
Collaborators: Ryan Flynn, Author; Yusung Kim, Co-Author; Xiaodong Wu, Co-Author; Weiyu Xu, Co-Author; Hossein Dadkhah, Co-Author; Kaustubh Patwardhan, Co-Author

Fast computational optimization method for rotating-shield brachytherapy treatment planning, American Association of Physicists in Medicine (AAPM) - July, 2017
Collaborators: Xiaodong Wu, Co-Author; Hossein Dadkhah, Co-Author; Ryan Flynn, Co-Author; Yusung Kim, Co-Author; Weiyu Xu, Co-Author

Phaseless super-resolution in the continuous domain, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) - June, 2017
Collaborators: Christos Thrampoulidis, Co-Author; Weiyu Xu, Co-Author; Babak Hassibi, Co-Author

Fast alternating projected gradient descent algorithms for recovering spectrally sparse signals, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) - May, 2016
Collaborators: Jian-Feng Cai, Co-Author; Suhui Liu, Co-Author; Yonina Eldar, Co-Author; Weiyu Xu, Co-Author

Block iterative reweighted algorithms for super-resolution of spectrally sparse signals, IEEE Signal Processing Letters - September, 2015
Collaborators: Kumar Vijay Mishra, Co-Author; Jian-Feng Cai, Co-Author; Weiyu Xu, Co-Author

Spectral super-resolution with prior knowledge, IEEE Transactions on Signal Processing - July, 2015
Collaborators: Kumar Vijay Mishra, Author; Anton Kruger, Co-Author; Weiyu Xu, Co-Author

Super-resolution line spectrum estimation with block priors, Proceedings of Asilomar Conference on Signals, Systems, and Computers - April, 2015
Collaborators: Kumar Vijay Mishra, Author; Anton Kruger, Co-Author; Weiyu Xu, Co-Author

Off-the-grid spectral compressed sensing with prior information, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) - July, 2014
Collaborators: Kumar Vijay Mishra, Author; Anton Kruger, Co-Author; Weiyu Xu, Co-Author

System identification in the presence of outliers and random noises: A compressed sensing approach, Automatica - July, 2014
Collaborators: Weiyu Xu, Primary Author; Er-Wei Bai, Co-Author

New algorithms for verifying the null space conditions in compressed sensing, Proceedings of Asilomar Conference on Signals, Systems, and Computers - May, 2014
Collaborator: Weiyu Xu, Co-Author

Precise semidefinite programming formulation of atomic norm minimization for recovering d-dimensional(d ≥ 2) off-the-grid frequencies, Proceedings of Information Theory and Applications (ITA) Workshop - April, 2014
Collaborators: Weiyu Xu, Author; Jian-Feng Cai, Co-Author; Kumar Vijay Mishra, Co-Author; Anton Kruger, Co-Author

Toeplitz matrix based sparse error correction in system identification: outliers and random noises, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) - October, 2013
Collaborators: Weiyu Xu, Author; Er-Wei Bai, Co-Author

A 48nm 32Gb 8-level NAND flash memory with 5.5MB/s program throughput, Proceedings of IEEE International Solid-State Circuits Conference - May, 2009
Collaborators: Seung-Ho Chang, Author; Sok-Kyu Lee, Co-Author; Seong-Je Park, Co-Author; Min-Joong Jung, Co-Author; Jung-Chul Han, Co-Author; In-Soo Wang, Co-Author; Kyu- Hee Lim, Co-Author; Jung-Hwan Lee, Co-Author; Ji-Hwan Kim, Co-Author; Won-Kyung Kang, Co-Author; Tai-Kyu Kang, Co-Author; Hee-Su Byun, Co-Author; Yujong Noh, Co-Author; Lee-Hyun Kwon, Co-Author; Bon-Kwang Koo, Co-Author; Joong-Seob Yang, Co-Author; Yo-Hwan Koh, Co-Author