Shuang Li

32 papers A* 2B 1Misc 7Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2023 A* conf
SP2 : A Second Order Stochastic Polyak Method.
ICLR
Shuang Li, William J. Swartworth, Martin Takác, Deanna Needell, Robert M. Gower
2023 Misc conf
Stochastic Natural Thresholding Algorithms.
ACSSC
Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin
2023 J jnl
Stochastic Natural Thresholding Algorithms.
CoRR
Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin
2022 J jnl
Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem.
IEEE Trans. Signal Process.
Shuang Li, Gongguo Tang, Michael B. Wakin
2022 J jnl
SP2: A Second Order Stochastic Polyak Method.
CoRR
Shuang Li, William J. Swartworth, Martin Takác, Deanna Needell, Robert M. Gower
2021 — conf
An Untrained One-layer Convolutional Network-based Method for Line Spectral Estimation.
ACSCC
Shuang Li, Deanna Needell, William Swartworth
2021 J jnl
Digital Beamforming Robust to Time-Varying Carrier Frequency Offset.
CoRR
Shuang Li, Payam Nayeri, Michael B. Wakin
2021 J jnl
Landscape Correspondence of Empirical and Population Risks in the Eigendecomposition Problem.
CoRR
Shuang Li, Gongguo Tang, Michael B. Wakin
2021 J jnl
Recovery Guarantees for Time-varying Pairwise Comparison Matrices with Non-transitivity.
CoRR
Shuang Li, Michael B. Wakin
2020 J jnl
Atomic Norm Denoising for Complex Exponentials With Unknown Waveform Modulations.
IEEE Trans. Inf. Theory
Shuang Li, Michael B. Wakin, Gongguo Tang
2020 Misc conf
Nuclear Norm Based Spectrum Estimation for Molecular Dynamic Simulations.
ACSSC
Shuang Li, Stephen Becker, Michael B. Wakin
2020 Misc conf
Stochastic Iterative Hard Thresholding for Low-Tucker-Rank Tensor Recovery.
ITA
Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin
2020 J jnl
The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery Without Regularization.
IEEE Signal Process. Lett.
Shuang Li, Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin
2019 J jnl
Atomic Norm Denoising for Complex Exponentials with Unknown Waveform Modulations.
CoRR
Shuang Li, Michael B. Wakin, Gongguo Tang
2019 — conf
Fast Hyperspectral Diffuse Optical Imaging Method with Joint Sparsity.
EMBC
Natalie Durgin, Rachel Grotheer, Chenxi Huang, Shuang Li, Anna Ma, Deanna Needell, Jing Qin
2019 J jnl
Iterative Hard Thresholding for Low CP-rank Tensor Models.
CoRR
Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin
2019 Misc conf
Jointly Sparse Signal Recovery with Prior Info.
ACSSC
Natalie Durgin, Rachel Grotheer, Chenxi Huang, Shuang Li, Anna Ma, Deanna Needell, Jing Qin
2019 Misc conf
Simultaneous Blind Deconvolution and Phase Retrieval with Tensor Iterative Hard Thresholding.
ICASSP
Shuang Li, Gongguo Tang, Michael B. Wakin
2019 J jnl
Stochastic Iterative Hard Thresholding for Low-Tucker-Rank Tensor Recovery.
CoRR
Rachel Grotheer, Shuang Li, Anna Ma, Deanna Needell, Jing Qin
2019 A* conf
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk.
NeurIPS
Shuang Li, Gongguo Tang, Michael B. Wakin
2019 J jnl
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk.
CoRR
Shuang Li, Gongguo Tang, Michael B. Wakin
2018 J jnl
An Optimization View of MUSIC and Its Extension to Missing Data.
CoRR
Shuang Li, Hassan Mansour, Michael B. Wakin
2018 J jnl
Atomic Norm Minimization for Modal Analysis From Random and Compressed Samples.
IEEE Trans. Signal Process.
Shuang Li, Dehui Yang, Gongguo Tang, Michael B. Wakin
2018 J jnl
Compressed Anomaly Detection with Multiple Mixed Observations.
CoRR
Natalie Durgin, Rachel Grotheer, Chenxi Huang, Shuang Li, Anna Ma, Deanna Needell, Jing Qin
2017 J jnl
Atomic Norm Minimization for Modal Analysis from Random and Compressed Samples.
CoRR
Shuang Li, Dehui Yang, Gongguo Tang, Michael B. Wakin
2017 Misc conf
Atomic norm minimization for modal analysis with random spatial compression.
ICASSP
Shuang Li, Dehui Yang, Michael B. Wakin
2017 Misc conf
Jazz: A companion to music for frequency estimation with missing data.
ICASSP
Qiuwei Li, Shuang Li, Hassan Mansour, Michael B. Wakin, Dehui Yang, Zhihui Zhu
2017 — conf
Radar signal demixing via convex optimization.
DSP
Youye Xie, Shuang Li, Gongguo Tang, Michael B. Wakin
2017 J jnl
Sparse Randomized Kaczmarz for Support Recovery of Jointly Sparse Corrupted Multiple Measurement Vectors.
CoRR
Natalie Durgin, Rachel Grotheer, Chenxi Huang, Shuang Li, Anna Ma, Deanna Needell, Jing Qin
2017 J jnl
Stochastic Greedy Algorithms For Multiple Measurement Vectors.
CoRR
Jing Qin, Shuang Li, Deanna Needell, Anna Ma, Rachel Grotheer, Chenxi Huang, Natalie Durgin
2016 — conf
Atomic norm minimization for modal analysis.
ICME Workshops
Shuang Li, Dehui Yang, Michael B. Wakin
2013 B conf
Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization for Block-sparse Compressive Sensing.
MASS
Shuang Li, Qiuwei Li, Gang Li, Xiongxiong He, Liping Chang