Zhu Liang Yu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 35

Top Topics

Reinforcement Learning

Image Alignment

Obstructive Sleep Apnea

Symmetric Positive Definite Matrices

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Biomed. Eng.

Publications

Kendi Li, Weichen Huang, Wei Gao, Zijing Guan, Qiyun Huang, Jin-Gang Yu, Zhu Liang Yu, Yuanqing Li
An Electroencephalography-Based Brain-Computer Interface for Emotion Regulation With Virtual Reality Neurofeedback. IEEE Trans. Cogn. Dev. Syst. 16 (4) (2024)
Gexin Huang, Ke Liu, Jiawen Liang, Chang Cai, Zhenghui Gu, Feifei Qi, Yuanqing Li, Zhu Liang Yu, Wei Wu
Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Yinlong Yuan, Zhu Liang Yu, Liang Hua, Yun Cheng, Junhong Li, Xiaohu Sang
Hierarchical dynamic movement primitive for the smooth movement of robots based on deep reinforcement learning. Appl. Intell. 53 (2) (2023)
Yinlong Yuan, Jian Yang, Zhu Liang Yu, Yun Cheng, Pengpeng Jiao, Liang Hua
Hierarchical Goal-Guided Learning for the Evasive Maneuver of Fixed-Wing UAVs based on Deep Reinforcement Learning. J. Intell. Robotic Syst. 109 (2) (2023)
Jun Zhang, Jiaxin Zhou, Zhenghui Gu, Zhi Zhang, Luhua Wang, Zhu Liang Yu, Yuanqing Li
CS-LeCT: Chained Secure and Low-Energy Consumption Data Transmission Based on Compressive Sensing. IEEE Trans. Instrum. Meas. 72 (2023)
Jun Zhang, Guangfei Xie, Guojun Han, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
Compressive Sensing-Based Power Allocation Optimization for Energy Harvesting IoT Nodes. IEEE Trans. Wirel. Commun. 21 (6) (2022)
Ting Li, Jun Zhang, Zhijing Yang, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
Minimization. IEEE Trans. Wirel. Commun. 21 (3) (2022)
Jun Zhang, Yuanqing Li, Zhu Liang Yu, Zhenghui Gu, Yu Cheng, Huoqing Gong
Deep Unfolding With Weighted ℓ₂ Minimization for Compressive Sensing. IEEE Internet Things J. 8 (4) (2021)
Feifei Qi, Wei Wu, Zhu Liang Yu, Zhenghui Gu, Zhenfu Wen, Tianyou Yu, Yuanqing Li
Spatiotemporal-Filtering-Based Channel Selection for Single-Trial EEG Classification. IEEE Trans. Cybern. 51 (2) (2021)
Ke Liu, Zhu Liang Yu, Wei Wu, Xun Chen, Zhenghui Gu, Cuntai Guan
fMRI-SI-STBF: An fMRI-informed Bayesian electromagnetic spatio-temporal extended source imaging. Neurocomputing 462 (2021)
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li
Imaging brain extended sources from EEG/MEG based on variation sparsity using automatic relevance determination. Neurocomputing 389 (2020)
Jin-Gang Yu, Yansheng Li, Changxin Gao, Hongxia Gao, Gui-Song Xia, Zhu Liang Yu, Yuanqing Li
Exemplar-Based Recursive Instance Segmentation With Application to Plant Image Analysis. IEEE Trans. Image Process. 29 (2020)
Gexin Huang, Zhu Liang Yu, Wei Wu, Ke Liu, Zhenghui Gu, Feifei Qi, Yuanqing Li, Jiawen Liang
Electromagnetic Source Imaging via a Data-Synthesis-Based Denoising Autoencoder. CoRR (2020)
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Jun Zhang, Ling Cen, Srikantan Nagarajan, Yuanqing Li
Bayesian Electromagnetic Spatio-Temporal Imaging of Extended Sources Based on Matrix Factorization. IEEE Trans. Biomed. Eng. 66 (9) (2019)
Jinhong Huang, Zhu Liang Yu, Zhenghui Gu, Jun Zhang, Ling Cen
Sparse and heuristic support vector machine for binary classifier and regressor fusion. Int. J. Mach. Learn. Cybern. 10 (12) (2019)
Jingcong Li, Zhu Liang Yu, Zhenghui Gu, Hui Liu, Yuanqing Li
MMAN: Multi-modality aggregation network for brain segmentation from MR images. Neurocomputing 358 (2019)
Yinlong Yuan, Zhu Liang Yu, Zhenghui Gu, Yao Yeboah, Wei Wu, Xiaoyan Deng, Jingcong Li, Yuanqing Li
A novel multi-step Q-learning method to improve data efficiency for deep reinforcement learning. Knowl. Based Syst. 175 (2019)
Canguang Lin, Xiaoyan Deng, Zhu Liang Yu, Zhenghui Gu
A SSVEP-Based BCI for Controlling a 4-DOF Robotic Manipulator. SMC (2019)
Jingcong Li, Zhu Liang Yu, Zhenghui Gu, Hui Liu, Yuanqing Li
Dilated-Inception Net: Multi-Scale Feature Aggregation for Cardiac Right Ventricle Segmentation. IEEE Trans. Biomed. Eng. 66 (12) (2019)
Yinlong Yuan, Zhu Liang Yu, Zhenghui Gu, Xiaoyan Deng, Yuanqing Li
A novel multi-step reinforcement learning method for solving reward hacking. Appl. Intell. 49 (8) (2019)
Xiaofeng Xie, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
Classification of symmetric positive definite matrices based on bilinear isometric Riemannian embedding. Pattern Recognit. 87 (2019)
Jun Zhang, Zhu Liang Yu, Ling Cen, Zhenghui Gu, Zhiping Lin, Yuanqing Li
Deterministic construction of sparse binary matrices via incremental integer optimization. Inf. Sci. 430 (2018)
Yikun Qin, Zhu Liang Yu, Chang-Dong Wang, Zhenghui Gu, Yuanqing Li
A Novel clustering method based on hybrid K-nearest-neighbor graph. Pattern Recognit. 74 (2018)
Zhenghui Gu, Gang Yan, Jun Zhang, Yuanqing Li, Zhu Liang Yu
Automatic Epilepsy Detection Based on Wavelets Constructed From Data. IEEE Access 6 (2018)
Jinhong Huang, Zhu Liang Yu, Zhenghui Gu
A clustering method based on extreme learning machine. Neurocomputing 277 (2018)
Jun Zhang, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li, Zhiping Lin
Minimization. IEEE Trans. Instrum. Meas. 67 (9) (2018)
Ling Cen, Zhu Liang Yu, Tilmann Kluge, Wee Ser
Automatic System for Obstructive Sleep Apnea Events Detection Using Convolutional Neural Network. EMBC (2018)
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li, Srikantan S. Nagarajan
Variation sparse source imaging based on conditional mean for electromagnetic extended sources. Neurocomputing 313 (2018)
Yuanqing Li, Shenghong He, Qiyun Huang, Zhenghui Gu, Zhu Liang Yu
A EOG-based switch and its application for "start/stop" control of a wheelchair. Neurocomputing 275 (2018)
Ling Cen, Zhu Liang Yu, Yun Tang, Wen Shi, Tilmann Kluge, Wee Ser
Deep Learning Method for Sleep Stage Classification. ICONIP (2) (2017)
Xianhui Lin, Zhu Liang Yu, Zhenghui Gu, Jun Zhang, Zhao-Quan Cai
Batch image alignment via subspace recovery based on alternative sparsity pursuit. Comput. Vis. Media 3 (3) (2017)
Jinghong Huang, Zhu Liang Yu, Zhao-Quan Cai, Zhenghui Gu, Zhiyin Cai, Wei Gao, Shengfeng Yu, Qianyun Du
Extreme learning machine with multi-scale local receptive fields for texture classification. Multidimens. Syst. Signal Process. 28 (3) (2017)
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li, Srikantan S. Nagarajan
Bayesian electromagnetic spatio-temporal imaging of extended sources with Markov Random Field and temporal basis expansion. NeuroImage 139 (2016)
Zebin Cai, Zhenghui Gu, Zhu Liang Yu, Hao Liu, Ke Zhang
A real-time visual object tracking system based on Kalman filter and MB-LBP feature matching. Multim. Tools Appl. 75 (4) (2016)
Jun Zhang, Yuanqing Li, Zhu Liang Yu, Zhenghui Gu
Sufficient conditions for sparse recovery by weighted ℓ1-constrained quadratic programming. IJCNN (2016)
Jun Zhang, Zhenghui Gu, Zhu Liang Yu, Yuanqing Li
Minimization Reconstruction. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Bao Feng, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
Analysis of fMRI data based on sparsity of source components in signal dictionary. Neurocomputing 156 (2015)
Ke Liu, Zhu Liang Yu, Wei Wu, Zhenghui Gu, Yuanqing Li
STRAPS: A Fully Data-Driven Spatio-Temporally Regularized Algorithm for M/EEG Patch Source Imaging. Int. J. Neural Syst. 25 (4) (2015)
Qianyun Du, Zhao-Quan Cai, Hao Liu, Zhu Liang Yu
A rotation adaptive correlation filter for robust tracking. DSP (2015)
Zhu Liang Yu, Zhenghui Gu, Wee Ser, Meng Hwa Er
Convex optimization and its applications in robust adaptive beamforming. ICICS (2013)
Jun Zhang, Yuanqing Li, Zhenghui Gu, Zhu Liang Yu
Effect of errors in partially known support on the recoverability of modified compressive sensing. EURASIP J. Adv. Signal Process. 2012 (2012)
Jun Zhang, Yuanqing Li, Zhu Liang Yu, Zhenghui Gu
Recoverability Analysis for Modified Compressive Sensing with Partially Known Support CoRR (2012)
Bao Feng, Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
Identifying activated brain regions from fMRI data based on blind non-negative component separation technique. BHI (2012)
Siew Eng Nai, Wee Ser, Zhu Liang Yu, Huawei Chen
Iterative Robust Minimum Variance Beamforming. IEEE Trans. Signal Process. 59 (4) (2011)
Zhu Liang Yu, Zhenghui Gu, Wee Ser, Meng Hwa Er, Yuanqing Li
Robust Adaptive Microphone Array with Mainlobe and Response Ripple Control. J. Signal Process. Syst. 63 (3) (2011)
Ling Cen, Zhu Liang Yu, Minghui Dong
Speech Emotion Recognition System Based on L1 Regularized Linear Regression and Decision Fusion. ACII (2) (2011)
Zhu Liang Yu, Zhenghui Gu, Yuanqing Li
A sparse voxel selection approach for fMRI data analysis with multi-dimensional derivative constraints. nDS (2011)
Zhu Liang Yu, Zhenghui Gu, Jianjiang Zhou, Yuanqing Li, Wee Ser, Meng Hwa Er
A robust adaptive beamformer based on worst-case semi-definite programming. IEEE Trans. Signal Process. 58 (11) (2010)
Zhu Liang Yu, Zhenghui Gu, Yuanqing Li, Wee Ser, Meng Hwa Er
Robust adaptive beamformer with a large controlled mainlobe. ICASSP (2010)
Ling Cen, Wee Ser, Wei Cen, Zhu Liang Yu
Linear sparse array synthesis via convex optimization. ISCAS (2010)
Zhu Liang Yu, Zhenghui Gu, Yuanqing Li, Wee Ser, Meng Hwa Er
Robust response control with linear inequality matrix constraints for adaptive beamformer. ISCAS (2010)
Zhu Liang Yu, Wee Ser, Meng Hwa Er, Zhenghui Gu, Yuanqing Li
Robust adaptive beamformers based on worst-case optimization and constraints on magnitude response. IEEE Trans. Signal Process. 57 (7) (2009)
Nina Zhou, Wee Ser, Zhu Liang Yu, Jufeng Yu, Huawei Chen
Enhanced Class-Dependent Classification of Audio Signals. CSIE (7) (2009)
Zhu Liang Yu, Wee Ser, Meng Hwa Er
Novel Adaptive Antenna Array Based on Robust Semidefinite Programming. ICC (2008)
Zhu Liang Yu, Wee Ser, Meng Hwa Er, Zhenghui Gu
Robust response control for adaptive beamformers against arbitrary array imperfections. Signal Process. 88 (9) (2008)
Ling Cen, Wee Ser, Zhu Liang Yu, Susanto Rahardja
An improved genetic algorithm for aperiodic array synthesis. ICASSP (2008)
Zhu Liang Yu, Wee Ser, Meng Hwa Er, Huawei Chen
Robust Adaptive Beamformer with LMI Constraints on Magnitude Response. ICC (2008)
Ling Cen, Wee Ser, Zhu Liang Yu
Speech Emotion Recognition Using Canonical Correlation Analysis and Probabilistic Neural Network. ICMLA (2008)
Zhu Liang Yu, Meng Hwa Er, Wee Ser, Zhenghui Gu
Spectral factorization for integer-interval sampled sequence and its applications in array processing. Signal Process. 88 (7) (2008)
Wee Ser, Ling Cen, Zhu Liang Yu
A Hybrid PNN-GMM classification scheme for speech emotion recognition. ICPR (2008)
Zhu Liang Yu, Wee Ser, Meng Hwa Er
Robust adaptive beamformers with linear matrix inequality constraints. ISCAS (2008)
Xiao Xiao Hu, Hongjie Zhang, Zhu Liang Yu, Meng Hwa Er
Pattern Synthesis via Convex Optimization for Microphone Arrays. SiPS (2007)
Huawei Chen, Wee Ser, Zhu Liang Yu
Optimal Design of Nearfield Wideband Beamformers Robust Against Errors in Microphone Array Characteristics. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2007)
Wee Ser, Huawei Chen, Zhu Liang Yu
Self-Calibration-Based Robust Near-Field Adaptive Beamforming for Microphone Arrays. IEEE Trans. Circuits Syst. II Express Briefs (3) (2007)
Zhu Liang Yu, Meng Hwa Er
A Robust Capon Beamformer with New Uncertainty Constraint on Steering Vector. ICASSP (4) (2006)
Zhu Liang Yu, Wee Ser, Susanto Rahardja
QR-RLS Based Minimum Variance Distortionless Responses Beamformer. ICASSP (3) (2006)
Zhu Liang Yu, Meng Hwa Er
A Robust Capon Beamformer against Uncertainty of Nominal Steering Vector. EURASIP J. Adv. Signal Process. 2006 (2006)
Zhu Liang Yu, Meng Hwa Er
A robust minimum variance beamformer with new constraint on uncertainty of steering vector. Signal Process. 86 (9) (2006)
Zhu Liang Yu, Fan Yang, Wee Ser
A fast fading channel identification method for OFDM communication system. IWCMC (2006)
Zhu Liang Yu, Meng Hwa Er
Robust Subspace Analysis and Its Application in Microphone Array for Speech Enhancement. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (7) (2005)
Zhu Liang Yu, Meng Hwa Er
An Improved Array Steering Vector Estimation Method and Its Application in Speech Enhancement. EURASIP J. Adv. Signal Process. 2005 (18) (2005)
Qiyue Zou, Zhu Liang Yu, Zhiping Lin
A robust algorithm for linearly constrained adaptive beamforming. IEEE Signal Process. Lett. 11 (1) (2004)
Zhu Liang Yu, Meng Hwa Er
A robust adaptive blind multichannel identification algorithm for acoustic applications. ICASSP (2) (2004)
Zhu Liang Yu, Meng Hwa Er
An extended generalized sidelobe canceller in time and frequency domain. ISCAS (3) (2004)
Zhu Liang Yu, Meng Hwa Er
Blind multichannel identification for speech dereverberation and enhancement. ICASSP (4) (2004)
Zhu Liang Yu, Meng Hwa Er
Robust beamformer design by power minimization and its unconstrained partitioned implementation. ISCAS (4) (2003)
Zhu Liang Yu, Qiyue Zou, Meng Hwa Er
A robust wideband array beamformer using fan filter. ISCAS (4) (2003)
Qiyue Zou, Zhu Liang Yu, Zhiping Lin
Norm and coefficient constraints for robust adaptive beamforming. ISCAS (4) (2003)