Qi Liu

Orcid: 0000-0001-5378-6404

Affiliations:
  • National University of Singapore, Department of Electrical and Computer Engineering, Singapore
  • City University of Hong Kong, Department of Electronic Engineering, Hong Kong (PhD 2019)


According to our database1, Qi Liu authored at least 31 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Fast Robust Matrix Completion via Entry-Wise ℓ<sub>0</sub>-Norm Minimization.
IEEE Trans. Cybern., November, 2023

Low-Rank and Row-Sparse Decomposition for Joint DOA Estimation and Distorted Sensor Detection.
IEEE Trans. Aerosp. Electron. Syst., August, 2023

High-Resolution and Wide-Swath SAR Imaging With Sub-Band Frequency Diverse Array.
IEEE Trans. Aerosp. Electron. Syst., February, 2023

2022
A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection.
IEEE Trans. Hum. Mach. Syst., 2022

Optimum Codesign for Image Denoising Between Type-2 Fuzzy Identifier and Matrix Completion Denoiser.
IEEE Trans. Fuzzy Syst., 2022

From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach Using ℓ<sub>p</sub>-Regression for Outlier Resistance.
IEEE Trans. Circuits Syst. Video Technol., 2022

Efficient Low-Rank Matrix Factorization Based on ℓ<sub>1, ε</sub>-Norm for Online Background Subtraction.
IEEE Trans. Circuits Syst. Video Technol., 2022

Sum Rate and Access Delay Optimization of Short-Packet Aloha.
IEEE Open J. Commun. Soc., 2022

Ultralow Power Always-On Intelligent and Connected SNN-Based System for Multimedia IoT-Enabled Applications.
IEEE Internet Things J., 2022

Multistage Deep Transfer Learning for EmIoT-Enabled Human-Computer Interaction.
IEEE Internet Things J., 2022

2021
Spike-Event-Driven Deep Spiking Neural Network With Temporal Encoding.
IEEE Signal Process. Lett., 2021

Three-Dimensional Speaker Localization: Audio-Refined Visual Scaling Factor Estimation.
IEEE Signal Process. Lett., 2021

Two-Dimensional Localization: Low-Rank Matrix Completion With Random Sampling in Massive MIMO System.
IEEE Syst. J., 2021

Parameter Tuning-Free Missing-Feature Reconstruction for Robust Sound Recognition.
IEEE J. Sel. Top. Signal Process., 2021

HuRAI: A brain-inspired computational model for human-robot auditory interface.
Neurocomputing, 2021

Nonlinear Tensor Ring Network.
CoRR, 2021

2020
Target Localization With Jammer Removal Using Frequency Diverse Array.
IEEE Trans. Veh. Technol., 2020

Rank-One Matrix Approximation With ℓ<sub>p</sub>-Norm for Image Inpainting.
IEEE Signal Process. Lett., 2020

Gridless One-Bit Direction-of-Arrival Estimation Via Atomic Norm Denoising.
IEEE Commun. Lett., 2020

Fast Rank-Revealing QR Factorization for Two-Dimensional Frequency Estimation.
IEEE Commun. Lett., 2020

Transform Domain: Design of Closed-Form Joint 2-D DOA Estimation Based on QR Decomposition.
Circuits Syst. Signal Process., 2020

DOA Estimation by Two-Dimensional Interpolation in the Presence of Mutual Coupling.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

2019
DOA Estimation in Impulsive Noise via Low-Rank Matrix Approximation and Weakly Convex Optimization.
IEEE Trans. Aerosp. Electron. Syst., 2019

Smoothed sparse recovery via locally competitive algorithm and forward Euler discretization method.
Signal Process., 2019

Multidimensional Single-Tone Frequency Estimation Based on QR Decomposition.
IEEE Access, 2019

2018
Robust sparse recovery via weakly convex optimization in impulsive noise.
Signal Process., 2018

Direction of arrival estimation via reweighted l<sub>1</sub> norm penalty algorithm for monostatic MIMO radar.
Multidimens. Syst. Signal Process., 2018

2017
Off-grid DOA estimation with nonconvex regularization via joint sparse representation.
Signal Process., 2017

2016
Sparsity-Aware DOA Estimation Scheme for Noncircular Source in MIMO Radar.
Sensors, 2016

2015
Tensor-based real-valued subspace approach for angle estimation in bistatic MIMO radar with unknown mutual coupling.
Signal Process., 2015

Real-Valued Reweighted <i>l</i><sub>1</sub> Norm Minimization Method Based on Data Reconstruction in MIMO Radar.
IEICE Trans. Commun., 2015


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