Chunguang Li

According to our database, Chunguang Li authored at least 89 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Weighted subspace anomaly detection in high-dimensional space.

Jiankai Tu, Huan Liu, Chunguang Li

Pattern Recognit., February, 2024

Privacy-Preserving Federated Learning Against Label-Flipping Attacks on Non-IID Data.

Xicong Shen, Ying Liu, Fu Li, Chunguang Li

IEEE Internet Things J., January, 2024

Partial Diffusion With Quantization Over Networks.

Xiaoxian Lao, Chunguang Li

IEEE Trans. Signal Inf. Process. over Networks, 2024

Event-Triggered Distributed Estimation With Inter-Event Information Retrieval.

Xiaoxian Lao, Chunguang Li

IEEE Trans. Signal Inf. Process. over Networks, 2024

2023

Signal Power Estimation of All Sensor Network Nodes With Measurements From a Subset of Network Nodes.

Zhaoting Liu, Huizhe Zhang, Chunguang Li, Feng Xi, Duanpo Wu, Yingbiao Yao, Yinan Zhao

IEEE Trans. Aerosp. Electron. Syst., December, 2023

COMIRE: A Consistence-Based Mislabeled Instances Removal Method.

Xiaokun Pu, Chunguang Li, Hui-Liang Shen

IEEE Trans. Neural Networks Learn. Syst., June, 2023

PCNet: A structure similarity enhancement method for multispectral and multimodal image registration.

Si-Yuan Cao, Beinan Yu, Lun Luo, Runmin Zhang, Shu-Jie Chen, Chunguang Li, Hui-Liang Shen

Inf. Fusion, June, 2023

Meta-Self-Training Based on Teacher-Student Network for Industrial Label-Noise Fault Diagnosis.

Xiaokun Pu, Chunguang Li

IEEE Trans. Instrum. Meas., 2023

Low-Multi-Rank High-Order Bayesian Robust Tensor Factorization.

Jianan Liu, Chunguang Li

CoRR, 2023

2022

Adaptive Hammerstein Filtering via Recursive Non-Convex Projection.

Zhaoting Liu, Chunguang Li

IEEE Trans. Signal Process., 2022

Quantized Distributed Estimation With Adaptive Combiner.

Xiaoxian Lao, Wenfei Du, Chunguang Li

IEEE Trans. Signal Inf. Process. over Networks, 2022

A Hybrid Algorithm Incorporating Vector Quantization and One-Class Support Vector Machine for Industrial Anomaly Detection.

Jingxuan Pang, Xiaokun Pu, Chunguang Li

IEEE Trans. Ind. Informatics, 2022

Distributed Information-Theoretic Semisupervised Learning for Multilabel Classification.

Zhen Xu, Ying Liu, Chunguang Li

IEEE Trans. Cybern., 2022

Discrete Double-Bit Hashing.

Shengnan Wang, Chunguang Li

IEEE Trans. Big Data, 2022

Distributed Support Vector Ordinal Regression over Networks.

Huan Liu, Jiankai Tu, Chunguang Li

Entropy, 2022

On the Connection of Generative Models and Discriminative Models for Anomaly Detection.

Jingxuan Pang, Chunguang Li

CoRR, 2022

2021

Online Semisupervised Broad Learning System for Industrial Fault Diagnosis.

Xiaokun Pu, Chunguang Li

IEEE Trans. Ind. Informatics, 2021

Probabilistic Information-Theoretic Discriminant Analysis for Industrial Label-Noise Fault Diagnosis.

Xiaokun Pu, Chunguang Li

IEEE Trans. Ind. Informatics, 2021

Distributed Semi-Supervised Learning With Missing Data.

Zhen Xu, Ying Liu, Chunguang Li

IEEE Trans. Cybern., 2021

Equivalent Continuous Formulation of General Hashing Problem.

Shengnan Wang, Chunguang Li, Hui-Liang Shen

IEEE Trans. Cybern., 2021

PCNet: A Structure Similarity Enhancement Method for Multispectral and Multimodal Image Registration.

Si-Yuan Cao, Hui-Liang Shen, Lun Luo, Shu-Jie Chen, Chunguang Li

CoRR, 2021

Distributed Ordinal Regression Over Networks.

Huan Liu, Jiankai Tu, Chunguang Li

IEEE Access, 2021

2020

Sparse Robust Learning From Flipped Bits.

Zhaoting Liu, Chunguang Li, Weihua Zhuang, Yunchao Song, Wentao Lyu

IEEE Trans. Signal Process., 2020

Distributed Discrete Hashing by Equivalent Continuous Formulation.

Shengnan Wang, Chunguang Li, Hui-Liang Shen

IEEE Trans. Signal Inf. Process. over Networks, 2020

Boosting Structure Consistency for Multispectral and Multimodal Image Registration.

Si-Yuan Cao, Hui-Liang Shen, Shu-Jie Chen, Chunguang Li

IEEE Trans. Image Process., 2020

2019

Distributed Robust Bayesian Filtering for State Estimation.

Junhao Hua, Chunguang Li

IEEE Trans. Signal Inf. Process. over Networks, 2019

Distributed Graph Hashing.

Shengnan Wang, Chunguang Li, Hui-Liang Shen

IEEE Trans. Cybern., 2019

Distributed Online One-Class Support Vector Machine for Anomaly Detection Over Networks.

Xuedan Miao, Ying Liu, Haiquan Zhao, Chunguang Li

IEEE Trans. Cybern., 2019

One-Bit Recursive Least-Squares Algorithm With Application to Distributed Target Localization.

Zhaoting Liu, Chunguang Li, Zhaoyang Zhang

IEEE Trans. Aerosp. Electron. Syst., 2019

Distributed online quantile regression over networks with quantized communication.

Heyu Wang, Lei Xia, Chunguang Li

Signal Process., 2019

Learn to Sense: A Meta-Learning-Based Sensing and Fusion Framework for Wireless Sensor Networks.

Hui Wu, Zhaoyang Zhang, Chunxu Jiao, Chunguang Li, Tony Q. S. Quek

IEEE Internet Things J., 2019

Distributed Variational Bayesian Algorithms for Extended Object Tracking.

Junhao Hua, Chunguang Li

CoRR, 2019

A Hybrid Data and Model Transfer Framework for Distributed Machine Learning.

Jiamei Yan, Zhaoyang Zhang, Wei Wang, Xiaoming Chen, Caijun Zhong, Chunguang Li

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

2018

One-Bit Quantized Massive MIMO Detection Based on Variational Approximate Message Passing.

Zhaoyang Zhang, Xiao Cai, Chunguang Li, Caijun Zhong, Huaiyu Dai

IEEE Trans. Signal Process., 2018

Distributed Quantile Regression Over Sensor Networks.

Heyu Wang, Chunguang Li

IEEE Trans. Signal Inf. Process. over Networks, 2018

Distributed Prediction via Adaptive Hammerstein Filter Over Networked Systems.

Ying Liu, Chunguang Li

IEEE Trans. Signal Inf. Process. over Networks, 2018

Distributed Jointly Sparse Bayesian Learning With Quantized Communication.

Junhao Hua, Chunguang Li

IEEE Trans. Signal Inf. Process. over Networks, 2018

Normalized Total Gradient: A New Measure for Multispectral Image Registration.

Shu-Jie Chen, Hui-Liang Shen, Chunguang Li, John H. Xin

IEEE Trans. Image Process., 2018

Distributed Jointly Sparse Multitask Learning Over Networks.

Chunguang Li, Songyan Huang, Ying Liu, Zhaoyang Zhang

IEEE Trans. Cybern., 2018

Secure Distributed Estimation Over Wireless Sensor Networks Under Attacks.

Ying Liu, Chunguang Li

IEEE Trans. Aerosp. Electron. Syst., 2018

Distributed Stochastic Algorithm for Global Optimization in Networked System.

Shengnan Wang, Chunguang Li

J. Optim. Theory Appl., 2018

Distributed online semi-supervised support vector machine.

Ying Liu, Zhen Xu, Chunguang Li

Inf. Sci., 2018

Online semi-supervised support vector machine.

Ying Liu, Zhen Xu, Chunguang Li

Inf. Sci., 2018

2017

Recursive Least Squares for Censored Regression.

Zhaoting Liu, Chunguang Li

IEEE Trans. Signal Process., 2017

Reply to "Comments on 'Distributed Identification of the Most Critical Node for Average Consensus"'.

Hao Liu, Xianghui Cao, Jianping He, Peng Cheng, Chunguang Li, Jiming Chen, Youxian Sun

IEEE Trans. Signal Process., 2017

Efficient Photometric Stereo Using Kernel Regression.

Hui-Liang Shen, Tian-Qi Han, Chunguang Li

IEEE Trans. Image Process., 2017

Distributed Learning of Predictive Structures From Multiple Tasks Over Networks.

Junhao Hua, Chunguang Li, Hui-Liang Shen

IEEE Trans. Ind. Electron., 2017

Distributed Robust Optimization in Networked System.

Shengnan Wang, Chunguang Li

IEEE Trans. Cybern., 2017

Variable forgetting factor mechanisms for diffusion recursive least squares algorithm in sensor networks.

Ling Zhang, Yunlong Cai, Chunguang Li, Rodrigo C. de Lamare

EURASIP J. Adv. Signal Process., 2017

2016

Distributed Variational Bayesian Algorithms Over Sensor Networks.

Junhao Hua, Chunguang Li

IEEE Trans. Signal Process., 2016

L₁-Norm Low-Rank Matrix Decomposition by Neural Networks and Mollifiers.

Yiguang Liu, Songfan Yang, Pengfei Wu, Chunguang Li, Menglong Yang

IEEE Trans. Neural Networks Learn. Syst., 2016

Fast Multispectral Imaging by Spatial Pixel-Binning and Spectral Unmixing.

Zhi-Wei Pan, Hui-Liang Shen, Chunguang Li, Shu-Jie Chen, John H. Xin

IEEE Trans. Image Process., 2016

Distributed TLS over multitask networks with adaptive intertask cooperation.

Chunguang Li, Songyan Huang, Ying Liu, Yiguang Liu

IEEE Trans. Aerosp. Electron. Syst., 2016

Complex-valued Bayesian parameter estimation via Markov chain Monte Carlo.

Ying Liu, Chunguang Li

Inf. Sci., 2016

Outsourcing Eigen-Decomposition and Singular Value Decomposition of Large Matrix to a Public Cloud.

Lifeng Zhou, Chunguang Li

IEEE Access, 2016

Distributed Active Learning.

Pengcheng Shen, Chunguang Li, Zhaoyang Zhang

IEEE Access, 2016

Distributed Semi-Supervised Metric Learning.

Pengcheng Shen, Xin Du, Chunguang Li

IEEE Access, 2016

A Review on Synergistic Learning.

Chunguang Li, Yuke Li

IEEE Access, 2016

Low-complexity correlated time-averaged variable forgetting factor mechanism for diffusion RLS algorithm in sensor networks.

Ling Zhang, Yunlong Cai, Chunguang Li, Rodrigo C. de Lamare, Minjian Zhao

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

2015

Minimum Total Error Entropy Method for Parameter Estimation.

Pengcheng Shen, Chunguang Li

IEEE Trans. Signal Process., 2015

Distributed Censored Regression Over Networks.

Zhaoting Liu, Chunguang Li, Yiguang Liu

IEEE Trans. Signal Process., 2015

Censored Regression With Noisy Input.

Zhaoting Liu, Chunguang Li

IEEE Trans. Signal Process., 2015

Distributed Identification of the Most Critical Node for Average Consensus.

Hao Liu, Xianghui Cao, Jianping He, Peng Cheng, Chunguang Li, Jiming Chen, Youxian Sun

IEEE Trans. Signal Process., 2015

Distributed Sparse Total Least-Squares Over Networks.

Songyan Huang, Chunguang Li

IEEE Trans. Signal Process., 2015

A Random Algorithm for Low-Rank Decomposition of Large-Scale Matrices With Missing Entries.

Yiguang Liu, Yinjie Lei, Chunguang Li, Wenzheng Xu, Yifei Pu

IEEE Trans. Image Process., 2015

Model predictive flocking control for second-order multi-agent systems with input constraints.

Hai-Tao Zhang, Zhaomeng Cheng, Guanrong Chen, Chunguang Li

IEEE Trans. Circuits Syst. I Regul. Pap., 2015

Distributed Density Estimation Based on a Mixture of Factor Analyzers in a Sensor Network.

Xin Wei, Chunguang Li, Liang Zhou, Li Zhao

Sensors, 2015

Distributed Vector Quantization Based on Kullback-Leibler Divergence.

Pengcheng Shen, Chunguang Li, Luo Yiliang

Entropy, 2015

Distributed Extreme Learning Machine for Nonlinear Learning over Network.

Songyan Huang, Chunguang Li

Entropy, 2015

Outsourcing Large-Scale Quadratic Programming to a Public Cloud.

Lifeng Zhou, Chunguang Li

IEEE Access, 2015

2014

Distributed Information Theoretic Clustering.

Pengcheng Shen, Chunguang Li

IEEE Trans. Signal Process., 2014

Distributed Sparse Recursive Least-Squares Over Networks.

Zhaoting Liu, Ying Liu, Chunguang Li

IEEE Trans. Signal Process., 2014

Optimal topological design for distributed estimation over sensor networks.

Ying Liu, Cuili Yang, Wallace Kit-Sang Tang, Chunguang Li

Inf. Sci., 2014

Distributed Vector Quantization over Sensor Network.

Chunguang Li, Luo Yiliang

Int. J. Distributed Sens. Networks, 2014

Soft Consistency Reconstruction: A robust 1-bit compressive sensing algorithm.

Xiao Cai, Zhaoyang Zhang, Huazi Zhang, Chunguang Li

Proceedings of the IEEE International Conference on Communications, 2014

2013

Diffusion Information Theoretic Learning for Distributed Estimation Over Network.

Chunguang Li, Pengcheng Shen, Ying Liu, Zhaoyang Zhang

IEEE Trans. Signal Process., 2013

Firing Rate Propagation Through Neuronal-Astrocytic Network.

Ying Liu, Chunguang Li

IEEE Trans. Neural Networks Learn. Syst., 2013

Complex-Valued Filtering Based on the Minimization of Complex-Error Entropy.

Songyan Huang, Chunguang Li, Yiguang Liu

IEEE Trans. Neural Networks Learn. Syst., 2013

A Spike-Based Model of Neuronal Intrinsic Plasticity.

Chunguang Li, Yuke Li

IEEE Trans. Auton. Ment. Dev., 2013

Bayesian mixtures of common factor analyzers: Model, variational inference, and applications.

Xin Wei, Chunguang Li

Signal Process., 2013

KIMEL: A kernel incremental metalearning algorithm.

Chunguang Li, Yan Ye, Qiuyuan Miao, Hui-Liang Shen

Signal Process., 2013

A robust face and ear based multimodal biometric system using sparse representation.

Zengxi Huang, Yiguang Liu, Chunguang Li, Menglong Yang, Liping Chen

Pattern Recognit., 2013

Local Feature Extraction and Information Bottleneck-Based Segmentation of Brain Magnetic Resonance (MR) Images.

Pengcheng Shen, Chunguang Li

Entropy, 2013

2012

Diffusion Sparse Least-Mean Squares Over Networks.

Ying Liu, Chunguang Li, Zhaoyang Zhang

IEEE Trans. Signal Process., 2012

The infinite Student's t-mixture for robust modeling.

Xin Wei, Chunguang Li

Signal Process., 2012

Distributed estimation over complex networks.

Ying Liu, Chunguang Li, Wallace Kit-Sang Tang, Zhaoyang Zhang

Inf. Sci., 2012

2011

k-NS: A Classifier by the Distance to the Nearest Subspace.

Yiguang Liu, Shuzhi Sam Ge, Chunguang Li, Zhisheng You

IEEE Trans. Neural Networks, 2011

A Model of Neuronal Intrinsic Plasticity.

Chunguang Li

IEEE Trans. Auton. Ment. Dev., 2011

The Student's t -Hidden Markov Model With Truncated Stick-Breaking Priors.

Xin Wei, Chunguang Li

IEEE Signal Process. Lett., 2011