Ziping Zhao

Proceedings of the IEEE International Symposium on Information Theory, 2024

Distributed Sparse Covariance Matrix Estimation.

[BibT_eX]

[DOI]

Wenfu Xia

Ying Sun

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

High-Dimensional Constrained Huber Regression.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Two-Way Sparse Reduced-Rank Regression via Scaled Gradient Descent with Hard Thresholding.

[BibT_eX]

[DOI]

Cheng Cheng

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Accelerating Gradient Descent for Over-Parameterized Asymmetric Low-Rank Matrix Sensing via Preconditioning.

[BibT_eX]

[DOI]

Cheng Cheng

Proceedings of the IEEE International Conference on Acoustics, 2024

Joint Blind Deconvolution And Demixing Of Sparse Signals Via Factorization And Nonconvex Optimization.

[BibT_eX]

[DOI]

Mengting Chen

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Large Covariance Matrix Estimation With Oracle Statistical Rate via Majorization-Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

On Convergence Rates of Quadratic Transform and WMMSE Methods.

[BibT_eX]

[DOI]

CoRR, 2023

Discerning and Enhancing the Weighted Sum-Rate Maximization Algorithms in Communications.

[BibT_eX]

[DOI]

CoRR, 2023

C-ISTA: Iterative Shrinkage-Thresholding Algorithm for Sparse Covariance Matrix Estimation.

[BibT_eX]

[DOI]

Wenfu Xia

Ying Sun

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Efficient Sparse Reduced-Rank Regression With Covariance Estimation.

[BibT_eX]

[DOI]

Fengpei Li

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

A Novel Algorithm for GARCH Model Estimation.

[BibT_eX]

[DOI]

Chenyu Gao

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Enhancing the Efficiency of WMMSE and FP for Beamforming by Minorization-Maximization.

[BibT_eX]

[DOI]

Kaiming Shen

Proceedings of the IEEE International Conference on Acoustics, 2023

Large Covariance Matrix Estimation with Oracle Statistical Rate.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

ASGNN: Graph Neural Networks with Adaptive Structure.

[BibT_eX]

[DOI]

CoRR, 2022

Towards Understanding Graph Neural Networks: An Algorithm Unrolling Perspective.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Joint Design of Transmit Waveforms and Receive Filters for MIMO Radar via Manifold Optimization.

[BibT_eX]

[DOI]

Huanyu Zhang

CoRR, 2021

Scalable Financial Index Tracking with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Globally Convergent Algorithms for Learning Multivariate Generalized Gaussian Distributions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Weighted Sum-Rate Maximization for Multi-Hop RIS-Aided Multi-User Communications: A Minorization-Maximization Approach.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Vast Portfolio Selection With Submodular Norm Regularizations.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Sparse Reduced-Rank Regression With Adaptive Selection of Groups of Predictors.

[BibT_eX]

[DOI]

Yujia Zhang

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

Multi-Period Portfolio Optimization for Index Tracking in Finance.

[BibT_eX]

[DOI]

Xiuyuan Huang

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Joint Transmit Waveforms and Receive Filters Design for Large-Scale MIMO Beampattern Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

Online Robust Reduced-Rank Regression.

[BibT_eX]

[DOI]

Yangzhuoran Fin Yang

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

Fusionndvi: A Novel Fusion Method for NDVI in Remote Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Deep Learning-Aided Approach to Portfolio Design for Financial Index Tracking.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Optimal Mean-Reverting Portfolio With Leverage Constraint for Statistical Arbitrage in Finance.

[BibT_eX]

[DOI]

Rui Zhou

IEEE Trans. Signal Process., 2019

Unified Framework for Minimax MIMO Transmit Beampattern Matching under Waveform Constraints.

[BibT_eX]

[DOI]

Rui Zhou

Proceedings of the IEEE International Conference on Acoustics, 2019

Perturbed Projected Gradient Descent Converges to Approximate Second-order Points for Bound Constrained Nonconvex Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Large-Scale Regularized Portfolio Selection Via Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018

Mean-Reverting Portfolio With Budget Constraint.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Optimal Portfolio Design for Statistical Arbitrage in Finance.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Sparse Reduced Rank Regression with Nonconvex Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Limited Feedback Double Directional Massive MIMO Channel Estimation: From Low-Rank Modeling to Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

MIMO Transmit Beampattern Matching Under Waveform Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Distributed optimization for Generalized Phase Retrieval Over Networks.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Robust maximum likelihood estimation of sparse vector error correction model.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016

Mean-reverting portfolio design via majorization-minimization method.

[BibT_eX]

[DOI]