Wei Dai

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 32

Top Topics

Compressed Sensing

Sparse Representation

Mathematical Theory

Top Venues

IEEE Trans. Signal Process.

Publications

Farwa Abbas, Verity M. McClelland, Zoran Cvetkovic, Wei Dai
SS-ADMM: Stationary and Sparse Granger Causal Discovery for Cortico-Muscular Coupling. ICASSP (2023)
Zhenghao Guo, Verity M. McClelland, Wei Dai, Zoran Cvetkovic
Structured Errors-in-Variables Modelling for Cortico-Muscular Coherence Enhancement. ICASSP (2023)
Guangbin Zhang, Hengyan Liu, Wei Dai, Tianyao Huang, Yimin Liu, Xiqin Wang
Passive Joint Emitter Localization with Sensor Self-Calibration. Remote. Sens. 15 (3) (2023)
Mohamed A. Suliman, Wei Dai
Blind Two-Dimensional Super-Resolution and Its Performance Guarantee. IEEE Trans. Signal Process. 70 (2022)
Cheng Cheng, Wei Dai
Short-and-Sparse Deconvolution Via Rank-One Constrained Optimization (Roco). ICASSP (2022)
Yifan Ran, Wei Dai
Unconstrained Proximal Operator: the Optimal Parameter for the Douglas-Rachford Type Primal-Dual Methods. CoRR (2022)
Qi Yu, Jun-Jie Huang, Jubo Zhu, Wei Dai, Pier Luigi Dragotti
Deep phase retrieval: Analyzing over-parameterization in phase retrieval. Signal Process. 180 (2021)
Shengjia Du, Qi Yu, Wei Dai, Verity M. McClelland, Zoran Cvetkovic
Dictionary Learning Strategies for Cortico-Muscular Coherence Detection and Estimation. EMBC (2021)
Hengyan Liu, Wei Dai, Yuan Shen
MuG: A Multipath-Exploited and Grid-Free Localisation Method. ICASSP (2021)
Mohamed A. Suliman, Wei Dai
Mathematical Theory of Atomic Norm Denoising in Blind Two-Dimensional Super-Resolution. IEEE Trans. Signal Process. 69 (2021)
Qi Yu, Wei Dai, Zoran Cvetkovic, Jubo Zhu
Dictionary Learning With BLOTLESS Update. IEEE Trans. Signal Process. 68 (2020)
Yunlong Wang, Kai Gu, Ying Wu, Wei Dai, Yuan Shen
NLOS Effect Mitigation via Spatial Geometry Exploitation in Cooperative Localization. IEEE Trans. Wirel. Commun. 19 (9) (2020)
Mohamed A. Suliman, Wei Dai
Mathematical Theory of Atomic Norm Denoising In Blind Two-Dimensional Super-Resolution (Extended Version). CoRR (2020)
Mohamed A. Suliman, Wei Dai
Atomic Norm Denoising In Blind Two-Dimensional Super-Resolution. ICASSP (2020)
Qi Yu, Wei Dai, Zoran Cvetkovic, Jubo Zhu
Bilinear Dictionary Update via Linear Least Squares. ICASSP (2019)
Yunlong Wang, Kai Gu, Ying Wu, Wei Dai, Yuan Shen
Exploiting NLOS Bias Correlation in Cooperative Localization. ICC Workshops (2019)
Qi Yu, Wei Dai, Zoran Cvetkovic, Jubo Zhu
Dictionary Learning with BLOTLESS Update. CoRR (2019)
Mohamed A. Suliman, Wei Dai
Blind Super-resolution in Two-dimensional Parameter Space. ICASSP (2019)
Yang Lu, Wei Dai, Yonina C. Eldar
Optimal Number of Measurements in a Linear System With Quadratically Decreasing SNR. IEEE Trans. Signal Process. 67 (11) (2019)
Mohamed A. Suliman, Wei Dai
Exact Three-Dimensional Estimation in Blind Super-Resolution via Convex Optimization. CISS (2019)
Mohamed A. Suliman, Wei Dai
Blind Two-Dimensional Super-Resolution and Its Performance Guarantee. CoRR (2018)
Yuhang Xu, Qi Yu, Wei Dai, Zoran Cvetkovic, Verity M. McClelland
Cortico-Muscular Coherence Enhancement Via Sparse Signal Representation. ICASSP (2018)
Yang Lu, Wei Dai, Yonina C. Eldar
Optimal number of measurements for compressed sensing with quadratically decreasing SNR. EUSIPCO (2017)
Yang Lu, Wei Dai
Extended AMP algorithm for correlated distributed compressed sensing model. DSP (2016)
An Liu, Vincent K. N. Lau, Wei Dai
Exploiting Burst-Sparsity in Massive MIMO With Partial Channel Support Information. IEEE Trans. Wirel. Commun. 15 (11) (2016)
Yang Lu, Wei Dai
Independent versus repeated measurements: A performance quantification via state evolution. ICASSP (2016)
An Liu, Vincent K. N. Lau, Wei Dai
Joint burst LASSO for sparse channel estimation in multi-user massive MIMO. ICC (2016)
Wenbo Ding, Yang Lu, Fang Yang, Wei Dai, Pan Li, Sicong Liu, Jian Song
Spectrally Efficient CSI Acquisition for Power Line Communications: A Bayesian Compressive Sensing Perspective. IEEE J. Sel. Areas Commun. 34 (7) (2016)
Ji Wu, Yang Lu, Wei Dai
Off-grid compressed sensing for WiFi-based passive radar. ISSPIT (2016)
Wenbo Ding, Fang Yang, Wei Dai, Jian Song
Time-Frequency Joint Sparse Channel Estimation for MIMO-OFDM Systems. IEEE Commun. Lett. 19 (1) (2015)
Wenbo Ding, Yang Lu, Fang Yang, Wei Dai, Jian Song
Sparse channel state information acquisition for power line communications. ICC (2015)
Yang Lu, Wei Dai
Improved AMP (IAMP) for non-ideal measurement matrices. EUSIPCO (2015)
Wei Dai, Olgica Milenkovic, Hoa Vinh Pham
Structured sublinear compressive sensing via belief propagation. Phys. Commun. 5 (2) (2012)
Wei Dai, Ely Kerman, Olgica Milenkovic
A Geometric Approach to Low-Rank Matrix Completion. IEEE Trans. Inf. Theory 58 (1) (2012)
Wei Dai, Olgica Milenkovic, Hoa Vinh Pham
Structured sublinear compressive sensing via dense belief propagation CoRR (2011)
Wei Dai, Olgica Milenkovic
Information Theoretical and Algorithmic Approaches to Quantized Compressive Sensing. IEEE Trans. Commun. 59 (7) (2011)
Wei Dai, Ely Kerman, Olgica Milenkovic
Low-rank matrix completion with geometric performance guarantees. ICASSP (2011)
Wei Dai, Olgica Milenkovic, Ely Kerman
Subspace Evolution and Transfer (SET) for Low-Rank Matrix Completion. IEEE Trans. Signal Process. 59 (7) (2011)
Wei Dai, Olgica Milenkovic
SET: An algorithm for consistent matrix completion. ICASSP (2010)
Wei Dai, Ely Kerman, Olgica Milenkovic
A Geometric Approach to Low-Rank Matrix Completion CoRR (2010)
Hoa Vinh Pham, Wei Dai, Olgica Milenkovic
Compressive list-support recovery for colluder identification. ICASSP (2010)
Wei Dai, Olgica Milenkovic, Ely Kerman
Subspace Evolution and Transfer (SET) for Low-Rank Matrix Completion CoRR (2010)
Wei Dai, Hoa Vinh Pham, Olgica Milenkovic
A comparative study of quantized compressive sensing schemes. ISIT (2009)
Wei Dai, Olgica Milenkovic
SET: an algorithm for consistent matrix completion CoRR (2009)
Wei Dai, Hoa Vinh Pham, Olgica Milenkovic
Distortion-Rate Functions for Quantized Compressive Sensing CoRR (2009)
Youjian Liu, Brian Rider, Wei Dai
Joint beamforming for multiaccess MIMO systems with finite rate feedback. IEEE Trans. Wirel. Commun. 8 (5) (2009)
Wei Dai, Hoa Vinh Pham, Olgica Milenkovic
Distortion-rate functions for quantized compressive sensing. ITW (2009)
Wei Dai, Youjian Liu, Brian Rider
The effect of finite rate feedback on CDMA signature optimization and MIMO beamforming vector selection. IEEE Trans. Inf. Theory 55 (8) (2009)
Hoa Vinh Pham, Wei Dai, Olgica Milenkovic
Sublinear compressive sensing reconstruction via belief propagation decoding. ISIT (2009)
Wei Dai, Youjian Liu, Brian Rider, Vincent K. N. Lau
On the information rate of MIMO systems with finite rate channel state feedback using beamforming and power on/off strategy. IEEE Trans. Inf. Theory 55 (11) (2009)
Wei Dai, Olgica Milenkovic
Subspace pursuit for compressive sensing signal reconstruction. IEEE Trans. Inf. Theory 55 (5) (2009)
Wei Dai, Mona A. Sheikh, Olgica Milenkovic, Richard G. Baraniuk
Compressive Sensing DNA Microarrays. EURASIP J. Bioinform. Syst. Biol. 2009 (2009)
Wei Dai, Olgica Milenkovic
Weighted superimposed codes and constrained integer compressed sensing. IEEE Trans. Inf. Theory 55 (5) (2009)
Wei Dai, Brian Rider, Youjian Liu
Joint Beamforming for Multiaccess MIMO Systems with Finite Rate Feedback CoRR (2008)
Wei Dai, Olgica Milenkovic
Sparse weighted Euclidean superimposed coding for integer compressed sensing. CISS (2008)
Wei Dai, Olgica Milenkovic
Weighted Superimposed Codes and Constrained Integer Compressed Sensing CoRR (2008)
Wei Dai, Olgica Milenkovic, Mona A. Sheikh, Richard G. Baraniuk
Probe Design for Compressive Sensing DNA Microarrays. BIBM (2008)
Wei Dai, Youjian Liu, Brian Rider, Wen Gao
How many users should be turned on in a multi-antenna broadcast channel? IEEE J. Sel. Areas Commun. 26 (8) (2008)
Wei Dai, Youjian Liu, Brian Rider, Wen Gao
How Many Users should be Turned On in a Multi-Antenna Broadcast Channel? CoRR (2008)
Wei Dai, Olgica Milenkovic
Weighted Euclidean superimposed codes for integer compressed sensing. ITW (2008)
Wei Dai, Olgica Milenkovic
Subspace Pursuit for Compressive Sensing: Closing the Gap Between Performance and Complexity CoRR (2008)
Wei Dai, Olgica Milenkovic
Sparse weighted Euclidean superimposed coding for integer compressed sensing. CISS (2008)
Wei Dai, Youjian Liu, Brian Rider
Quantization Bounds on Grassmann Manifolds and Applications to MIMO Communications. IEEE Trans. Inf. Theory 54 (3) (2008)
Wei Dai, Youjian Liu, Brian Rider
How Many Users should be Turned On in a Multi-Antenna Broadcast Channel? CoRR (2007)
Wei Dai, Brian Rider, Youjian Liu
Unequal dimensional small balls and quantization on Grassmann Manifolds. ISIT (2007)
Wei Dai, Youjian Liu, Brian Rider
Quantization Bounds on Grassmann Manifolds of Arbitrary Dimensions and MIMO Communications with Feedback CoRR (2007)
Wei Dai, Brian Rider, Youjian Liu
Multi-Access MIMO Systems with Finite Rate Channel State Feedback CoRR (2007)
Wei Dai, Brian Rider, Youjian Liu
Unequal dimensional small balls and quantization on Grassmann Manifolds CoRR (2007)
Wei Dai, Youjian Liu, Brian Rider, Vincent K. N. Lau
On the Information Rate of MIMO Systems with Finite Rate Channel State Feedback and Power On/Off Strategy CoRR (2007)
Wei Dai, Youjian Liu, Brian Rider
How Many Users should be Turned On in a Multi-Antenna Broadcast Channel. CISS (2007)
Wei Dai, Brian Rider, Youjian Liu
Volume Growth and General Rate Quantization on Grassmann Manifolds. GLOBECOM (2007)
Wei Dai, Youjian Liu, Vincent K. N. Lau, Brian Rider
On the Information Rate of MIMO Systems with Finite Rate Channel State Feedback Using Beamforming and Power On/Off Strategy CoRR (2006)
Wei Dai, Youjian Liu, Brian Rider
Performance Analysis of CDMA Signature Optimization with Finite Rate Feedback. CISS (2006)
Wei Dai, Youjian Liu, Brian Rider
Performance Analysis of CDMA Signature Optimization with Finite Rate Feedback CoRR (2006)
Wei Dai, Youjian Liu, Brian Rider
Effect of Finite Rate Feedback on CDMA Signature Optimization and MIMO Beamforming Vector Selection CoRR (2006)
Wei Dai, Youjian Liu, Brian Rider
Quantization Bounds on Grassmann Manifolds and Applications to MIMO Communications CoRR (2006)
Wei Dai, Youjian Liu, Brian Rider
Quantization bounds on Grassmann manifolds of arbitrary dimensions and MIMO communications with feedback. GLOBECOM (2005)
Wei Dai, Youjian Liu, Brian Rider, Vincent K. N. Lau
On the information rate of MIMO systems with finite rate channel state feedback and power on/off strategy. ISIT (2005)