Quantization bounds on Grassmann manifolds of arbitrary dimensions and MIMO communications with feedback. - Wei Dai 001; Youjian Liu; Brian Rider (GLOBECOM, 2005)

On the information rate of MIMO systems with finite rate channel state feedback and power on/off strategy. - Wei Dai 001; Youjian Liu; Brian Rider; Vincent K. N. Lau (ISIT, 2005)

Performance Analysis of CDMA Signature Optimization with Finite Rate Feedback. - Wei Dai 001; Youjian Liu; Brian Rider (CISS, 2006)

How Many Users should be Turned On in a Multi-Antenna Broadcast Channel. - Wei Dai 001; Youjian Liu; Brian Rider (CISS, 2007)

Volume Growth and General Rate Quantization on Grassmann Manifolds. - Wei Dai 001; Brian Rider; Youjian Liu (GLOBECOM, 2007)

Unequal dimensional small balls and quantization on Grassmann Manifolds. - Wei Dai 001; Brian Rider; Youjian Liu (ISIT, 2007)

Multi-Access MIMO Systems with Finite Rate Channel State Feedback - Wei Dai 001; Brian Rider; Youjian Liu (CoRR, 2007)

Probe Design for Compressive Sensing DNA Microarrays. - Wei Dai 001; Olgica Milenkovic; Mona A. Sheikh; Richard G. Baraniuk (BIBM, 2008)

Sparse weighted Euclidean superimposed coding for integer compressed sensing. - Wei Dai 001; Olgica Milenkovic (CISS, 2008)

Weighted Euclidean superimposed codes for integer compressed sensing. - Wei Dai 001; Olgica Milenkovic (ITW, 2008)

Subspace Pursuit for Compressive Sensing: Closing the Gap Between Performance and Complexity - Wei Dai 001; Olgica Milenkovic (CoRR, 2008)

How many users should be turned on in a multi-antenna broadcast channel? - Wei Dai 001; Youjian Liu; Brian Rider; Wen Gao 001 (IEEE J. Sel. Areas Commun., 2008)

Quantization Bounds on Grassmann Manifolds and Applications to MIMO Communications. - Wei Dai 001; Youjian Liu; Brian Rider (IEEE Trans. Inf. Theory, 2008)

A comparative study of quantized compressive sensing schemes. - Wei Dai 001; Hoa Vinh Pham; Olgica Milenkovic (ISIT, 2009)

Sublinear compressive sensing reconstruction via belief propagation decoding. - Hoa Vinh Pham; Wei Dai 001; Olgica Milenkovic (ISIT, 2009)

Distortion-rate functions for quantized compressive sensing. - Wei Dai 001; Hoa Vinh Pham; Olgica Milenkovic (ITW, 2009)

Compressive Sensing DNA Microarrays. - Wei Dai 001; Mona A. Sheikh; Olgica Milenkovic; Richard G. Baraniuk (EURASIP J. Bioinform. Syst. Biol., 2009)

The effect of finite rate feedback on CDMA signature optimization and MIMO beamforming vector selection. - Wei Dai 001; Youjian Liu; Brian Rider (IEEE Trans. Inf. Theory, 2009)

On the information rate of MIMO systems with finite rate channel state feedback using beamforming and power on/off strategy. - Wei Dai 001; Youjian Liu; Brian Rider; Vincent K. N. Lau (IEEE Trans. Inf. Theory, 2009)

Weighted superimposed codes and constrained integer compressed sensing. - Wei Dai 001; Olgica Milenkovic (IEEE Trans. Inf. Theory, 2009)

Subspace pursuit for compressive sensing signal reconstruction. - Wei Dai 001; Olgica Milenkovic (IEEE Trans. Inf. Theory, 2009)

Joint beamforming for multiaccess MIMO systems with finite rate feedback. - Youjian Liu; Brian Rider; Wei Dai 001 (IEEE Trans. Wirel. Commun., 2009)

SET: An algorithm for consistent matrix completion. - Wei Dai 001; Olgica Milenkovic (ICASSP, 2010)

Compressive list-support recovery for colluder identification. - Hoa Vinh Pham; Wei Dai 001; Olgica Milenkovic (ICASSP, 2010)

Simultaneous codeword optimization (SimCO) for dictionary learning. - Wei Dai 001; Tao Xu; Wenwu Wang 001 (Allerton, 2011)

Low-rank matrix completion with geometric performance guarantees. - Wei Dai 001; Ely Kerman; Olgica Milenkovic (ICASSP, 2011)

Structured sublinear compressive sensing via dense belief propagation - Wei Dai 001; Olgica Milenkovic; Hoa Vinh Pham (CoRR, 2011)

Information Theoretical and Algorithmic Approaches to Quantized Compressive Sensing. - Wei Dai 001; Olgica Milenkovic (IEEE Trans. Commun., 2011)

Subspace Evolution and Transfer (SET) for Low-Rank Matrix Completion. - Wei Dai 001; Olgica Milenkovic; Ely Kerman (IEEE Trans. Signal Process., 2011)

Low rank matrix completion: A smoothed l0-search. - Guangyu Zhou; Xiaochen Zhao; Wei Dai 001 (Allerton Conference, 2012)

Dictionary learning and update based on simultaneous codeword optimization (SimCO). - Wei Dai 001; Tao Xu; Wenwu Wang 001 (ICASSP, 2012)

Technical Report: Observability of a Linear System under Sparsity Constraints - Wei Dai 001; Serdar Yüksel (CoRR, 2012)

Structured sublinear compressive sensing via belief propagation. - Wei Dai 001; Olgica Milenkovic; Hoa Vinh Pham (Phys. Commun., 2012)

A Geometric Approach to Low-Rank Matrix Completion. - Wei Dai 001; Ely Kerman; Olgica Milenkovic (IEEE Trans. Inf. Theory, 2012)

Simultaneous Codeword Optimization (SimCO) for Dictionary Update and Learning. - Wei Dai 001; Tao Xu; Wenwu Wang 001 (IEEE Trans. Signal Process., 2012)

Model-based compressive Harmonic-Aware Matching Pursuit: An evaluation. - Bashar I. Ahmad; Wei Dai 001; Cong Ling 001 (ACSSC, 2013)

Bayesian compressed sensing: Improving inference. - Evripidis Karseras; Kin K. Leung; Wei Dai 001 (ChinaSIP, 2013)

Compressive and non-compressive reliable wideband spectrum sensing at sub-Nyquist rates. - Bashar I. Ahmad; Mustafa Al-Ani; Andrzej Tarczynski; Wei Dai 001; Cong Ling 001 (EUSIPCO, 2013)

Hierarchical Bayesian Kalman filters for wireless sensor networks. - Evripidis Karseras; Kin K. Leung; Wei Dai 001 (EUSIPCO, 2013)

Tracking dynamic sparse signals using Hierarchical Bayesian Kalman filters. - Evripidis Karseras; Kin K. Leung; Wei Dai 001 (ICASSP, 2013)

Smoothed SimCO for dictionary learning: Handling the singularity issue. - Xiaochen Zhao; Guangyu Zhou; Wei Dai 001 (ICASSP, 2013)

Tracking dynamic sparse signals with hierarchical Kalman filters: A case study. - Jason Filos; Evripidis Karseras; Wei Dai 001; Shulin Yan (DSP, 2013)

Joint image separation and dictionary learning. - Xiaochen Zhao; Guangyu Zhou; Wei Dai 001; Tao Xu; Wenwu Wang 001 (DSP, 2013)

Sparse coding with adaptive dictionary learning for underdetermined blind speech separation. - Tao Xu; Wenwu Wang 001; Wei Dai 001 (Speech Commun., 2013)

Observability of a Linear System Under Sparsity Constraints. - Wei Dai 001; Serdar Yüksel (IEEE Trans. Autom. Control., 2013)

Analysis SimCO: A new algorithm for analysis dictionary learning. - Jing Dong 001; Wenwu Wang 001; Wei Dai 001 (ICASSP, 2014)

A fast variational approach for Bayesian compressive sensing with informative priors. - Evripidis Karseras; Wei Dai 001 (ICASSP, 2014)

Power allocation in compressed sensing of non-uniformly sparse signals. - Xiaochen Zhao; Wei Dai 001 (ISIT, 2014)

Improved AMP (IAMP) for non-ideal measurement matrices. - Yang Lu 007; Wei Dai 001 (EUSIPCO, 2015)

Structured Matching Pursuit for Reconstruction of Dynamic Sparse Channels. - Xudong Zhu; Linglong Dai; Guan Gui 001; Wei Dai 001; Zhaocheng Wang 001; Fumiyuki Adachi (GLOBECOM, 2015)

Sparse channel state information acquisition for power line communications. - Wenbo Ding 001; Yang Lu 007; Fang Yang 001; Wei Dai 001; Jian Song 004 (ICC, 2015)

Block compressive channel estimation and feedback for FDD massive MIMO. - Zhen Gao 001; Linglong Dai; Wei Dai 001; Zhaocheng Wang 001 (INFOCOM Workshops, 2015)

On recovery of sparse signals with block structures. - Pan Li 005; Wei Dai 001; Huadong Meng; Xiqin Wang (ISIT, 2015)

On joint recovery of sparse signals with common supports. - Xiaochen Zhao; Wei Dai 001 (ISIT, 2015)

Tracking a dynamic sparse channel via differential orthogonal matching pursuit. - Xudong Zhu; Linglong Dai; Wei Dai 001; Zhaocheng Wang 001; Marc Moonen (MILCOM, 2015)

Fast variational Bayesian learning for channel estimation with prior statistical information. - Evripidis Karseras; Wei Dai 001; Linglong Dai; Zhaocheng Wang 001 (SPAWC, 2015)

Time-Frequency Joint Sparse Channel Estimation for MIMO-OFDM Systems. - Wenbo Ding 001; Fang Yang 001; Wei Dai 001; Jian Song 004 (IEEE Commun. Lett., 2015)

Convergence of Gradient Descent for Low-Rank Matrix Approximation. - Renaud-Alexandre Pitaval; Wei Dai 001; Olav Tirkkonen (IEEE Trans. Inf. Theory, 2015)

An approximate message passing algorithm for robust face recognition. - Guangyu Zhou; Wei Dai 001 (EUSIPCO, 2016)

Independent versus repeated measurements: A performance quantification via state evolution. - Yang Lu 007; Wei Dai 001 (ICASSP, 2016)

Joint burst LASSO for sparse channel estimation in multi-user massive MIMO. - An Liu 001; Vincent K. N. Lau; Wei Dai 001 (ICC, 2016)

Extended AMP algorithm for correlated distributed compressed sensing model. - Yang Lu 007; Wei Dai 001 (DSP, 2016)

Off-grid compressed sensing for WiFi-based passive radar. - Ji Wu 002; Yang Lu 007; Wei Dai 001 (ISSPIT, 2016)

Achieving super-resolution in multi-rate sampling systems via efficient semidefinite programming. - Maxime Ferreira Da Costa; Wei Dai 001 (ITW, 2016)

On Super-Resolution in Multirate Sampling Systems. - Maxime Ferreira Da Costa; Wei Dai 001 (CoRR, 2016)

Spectrally Efficient CSI Acquisition for Power Line Communications: A Bayesian Compressive Sensing Perspective. - Wenbo Ding 001; Yang Lu 007; Fang Yang 001; Wei Dai 001; Pan Li 005; Sicong Liu 002; Jian Song 004 (IEEE J. Sel. Areas Commun., 2016)

Structured Compressive Sensing-Based Spatio-Temporal Joint Channel Estimation for FDD Massive MIMO. - Zhen Gao 001; Linglong Dai; Wei Dai 001; Byonghyo Shim; Zhaocheng Wang 001 (IEEE Trans. Commun., 2016)

Analysis SimCO Algorithms for Sparse Analysis Model Based Dictionary Learning. - Jing Dong 001; Wenwu Wang 001; Wei Dai 001; Mark D. Plumbley; Zi-Fa Han; Jonathon A. Chambers (IEEE Trans. Signal Process., 2016)

Exploiting Burst-Sparsity in Massive MIMO With Partial Channel Support Information. - An Liu 001; Vincent K. N. Lau; Wei Dai 001 (IEEE Trans. Wirel. Commun., 2016)

Sampling patterns for off-the-grid spectral estimation. - Maxime Ferreira Da Costa; Wei Dai 001 (ACSSC, 2017)

Optimal number of measurements for compressed sensing with quadratically decreasing SNR. - Yang Lu 007; Wei Dai 001; Yonina C. Eldar (EUSIPCO, 2017)

Low dimensional atomic norm representations in line spectral estimation. - Maxime Ferreira Da Costa; Wei Dai 001 (ISIT, 2017)

Group Sparse Bayesian Learning Via Exact and Fast Marginal Likelihood Maximization. - Zeqiang Ma; Wei Dai 001; Yimin Liu; Xiqin Wang (IEEE Trans. Signal Process., 2017)

Cortico-Muscular Coherence Enhancement Via Sparse Signal Representation. - Yuhang Xu 001; Qi Yu; Wei Dai 001; Zoran Cvetkovic; Verity M. McClelland (ICASSP, 2018)

A Tight Converse to the Spectral Resolution Limit via Convex Programming. - Maxime Ferreira Da Costa; Wei Dai 001 (ISIT, 2018)

Exact Three-Dimensional Estimation in Blind Super-Resolution via Convex Optimization. - Mohamed A. Suliman; Wei Dai 001 (CISS, 2019)

Blind Super-resolution in Two-dimensional Parameter Space. - Mohamed A. Suliman; Wei Dai 001 (ICASSP, 2019)

Bilinear Dictionary Update via Linear Least Squares. - Qi Yu; Wei Dai 001; Zoran Cvetkovic; Jubo Zhu (ICASSP, 2019)

Exploiting NLOS Bias Correlation in Cooperative Localization. - Yunlong Wang 004; Kai Gu; Ying Wu 002; Wei Dai 001; Yuan Shen 001 (ICC Workshops, 2019)

Optimal Number of Measurements in a Linear System With Quadratically Decreasing SNR. - Yang Lu 007; Wei Dai 001; Yonina C. Eldar (IEEE Trans. Signal Process., 2019)

Dictionary Learning Using Rank-One Projection. - Cheng Cheng; Wei Dai 001 (EUSIPCO, 2020)

Atomic Norm Denoising In Blind Two-Dimensional Super-Resolution. - Mohamed A. Suliman; Wei Dai 001 (ICASSP, 2020)

Mathematical Theory of Atomic Norm Denoising In Blind Two-Dimensional Super-Resolution (Extended Version). - Mohamed A. Suliman; Wei Dai 001 (CoRR, 2020)

Dictionary Learning With BLOTLESS Update. - Qi Yu; Wei Dai 001; Zoran Cvetkovic; Jubo Zhu (IEEE Trans. Signal Process., 2020)

NLOS Effect Mitigation via Spatial Geometry Exploitation in Cooperative Localization. - Yunlong Wang 004; Kai Gu; Ying Wu 002; Wei Dai 001; Yuan Shen 001 (IEEE Trans. Wirel. Commun., 2020)

Dictionary Learning Strategies for Cortico-Muscular Coherence Detection and Estimation. - Shengjia Du; Qi Yu; Wei Dai 001; Verity M. McClelland; Zoran Cvetkovic (EMBC, 2021)

MuG: A Multipath-Exploited and Grid-Free Localisation Method. - Hengyan Liu; Wei Dai 001; Yuan Shen 001 (ICASSP, 2021)

Fast and Robust ADMM for Blind Super-Resolution. - Yifan Ran; Wei Dai 001 (ICASSP, 2021)

Multi-target Detection by Distributed Passive Radar Systems without Reference Signals. - Ruiqi Liu; Wei Dai 001; Chao Zhang 009 (WCNC, 2021)

Dictionary Learning with Convex Update (ROMD). - Cheng Cheng; Wei Dai 001 (CoRR, 2021)

Dictionary Learning Using Rank-One Atomic Decomposition (ROAD). - Cheng Cheng; Wei Dai 001 (CoRR, 2021)

Deep phase retrieval: Analyzing over-parameterization in phase retrieval. - Qi Yu; Jun-Jie Huang 001; Jubo Zhu; Wei Dai 001; Pier Luigi Dragotti (Signal Process., 2021)

Mathematical Theory of Atomic Norm Denoising in Blind Two-Dimensional Super-Resolution. - Mohamed A. Suliman; Wei Dai 001 (IEEE Trans. Signal Process., 2021)

Short-and-Sparse Deconvolution Via Rank-One Constrained Optimization (Roco). - Cheng Cheng; Wei Dai 001 (ICASSP, 2022)

Unconstrained Proximal Operator: the Optimal Parameter for the Douglas-Rachford Type Primal-Dual Methods. - Yifan Ran; Wei Dai 001 (CoRR, 2022)

Blind Two-Dimensional Super-Resolution and Its Performance Guarantee. - Mohamed A. Suliman; Wei Dai 001 (IEEE Trans. Signal Process., 2022)

SS-ADMM: Stationary and Sparse Granger Causal Discovery for Cortico-Muscular Coupling. - Farwa Abbas; Verity M. McClelland; Zoran Cvetkovic; Wei Dai 001 (ICASSP, 2023)

Structured Errors-in-Variables Modelling for Cortico-Muscular Coherence Enhancement. - Zhenghao Guo; Verity M. McClelland; Wei Dai 001; Zoran Cvetkovic (ICASSP, 2023)

Passive Joint Emitter Localization with Sensor Self-Calibration. - Guangbin Zhang; Hengyan Liu; Wei Dai 001; Tianyao Huang; Yimin Liu; Xiqin Wang (Remote. Sens., 2023)

Weighted Errors-in-Variables Modelling for Detection of Cortico-Muscular Couplings. - Zhenghao Guo; Verity M. McClelland; Wei Dai 001; Fengyu Cong; Zoran Cvetkovic (EMBC, 2024)

DLGC: Dictionary Learning Based Granger Causal Discovery for Cortico-Muscular Coupling. - Farwa Abbas; Verity M. McClelland; Zoran Cvetkovic; Wei Dai 001 (EUSIPCO, 2024)

Distributionally Robust Outlier-Aware Receive Beamforming. - Shixiong Wang; Wei Dai 001; Geoffrey Ye Li (MLSP, 2024)

Robust Waveform Design for Integrated Sensing and Communication. - Shixiong Wang; Wei Dai 001; Haowei Wang; Geoffrey Ye Li (IEEE Trans. Signal Process., 2024)

INFR-GC: Interpretable Feature Representations for Granger Causality in Cortico-muscular Interactions. - Farwa Abbas; Verity M. McClelland; Wei Dai 001; Zoran Cvetkovic (ICASSP, 2025)

Distributionally Robust Receive Combining. - Shixiong Wang; Wei Dai 001; Geoffrey Ye Li (IEEE Trans. Signal Process., 2025)

Distributionally Robust Adaptive Beamforming. - Shixiong Wang; Wei Dai 001; Geoffrey Ye Li (IEEE Trans. Signal Process., 2025)

A Low-Rank Projected Proximal Gradient Method for Spectral Compressed Sensing. - Xi Yao; Wei Dai 001 (IEEE Trans. Signal Process., 2025)

Stationary and Sparse Denoising Approach for Corticomuscular Causality Estimation. - Farwa Abbas; Verity M. McClelland; Zoran Cvetkovic; Wei Dai 001 (IEEE Trans. Biomed. Eng., 2025)