Chunguang Li

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 62

Top Topics

Anomaly Detection

Ordinal Regression

Recursive Least Squares

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Signal Inf. Process. over Networks

IEEE Trans. Cybern.

Publications

Xiaoxian Lao, Chunguang Li
Event-Triggered Distributed Estimation With Inter-Event Information Retrieval. IEEE Trans. Signal Inf. Process. over Networks 10 (2024)
Jiankai Tu, Huan Liu, Chunguang Li
Weighted subspace anomaly detection in high-dimensional space. Pattern Recognit. 146 (2024)
Jiankai Tu, Huan Liu, Chunguang Li
Ordinal Regression for Direction-Related Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Xicong Shen, Ying Liu, Fu Li, Chunguang Li
Privacy-Preserving Federated Learning Against Label-Flipping Attacks on Non-IID Data. IEEE Internet Things J. 11 (1) (2024)
Xiaoxian Lao, Chunguang Li
Partial Diffusion With Quantization Over Networks. IEEE Trans. Signal Inf. Process. over Networks 10 (2024)
Huan Liu, Jiankai Tu, Anqi Gao, Chunguang Li
Distributed robust support vector ordinal regression under label noise. Neurocomputing 598 (2024)
Xiaokun Pu, Chunguang Li
Meta-Self-Training Based on Teacher-Student Network for Industrial Label-Noise Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Zhaoting Liu, Huizhe Zhang, Chunguang Li, Feng Xi, Duanpo Wu, Yingbiao Yao, Yinan Zhao
Signal Power Estimation of All Sensor Network Nodes With Measurements From a Subset of Network Nodes. IEEE Trans. Aerosp. Electron. Syst. 59 (6) (2023)
Xiaokun Pu, Chunguang Li, Hui-Liang Shen
COMIRE: A Consistence-Based Mislabeled Instances Removal Method. IEEE Trans. Neural Networks Learn. Syst. 34 (6) (2023)
Si-Yuan Cao, Beinan Yu, Lun Luo, Runmin Zhang, Shu-Jie Chen, Chunguang Li, Hui-Liang Shen
PCNet: A structure similarity enhancement method for multispectral and multimodal image registration. Inf. Fusion 94 (2023)
Jianan Liu, Chunguang Li
Low-Multi-Rank High-Order Bayesian Robust Tensor Factorization. CoRR (2023)
Xiaoxian Lao, Wenfei Du, Chunguang Li
Quantized Distributed Estimation With Adaptive Combiner. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Zhen Xu, Ying Liu, Chunguang Li
Distributed Information-Theoretic Semisupervised Learning for Multilabel Classification. IEEE Trans. Cybern. 52 (2) (2022)
Huan Liu, Jiankai Tu, Chunguang Li
Distributed Support Vector Ordinal Regression over Networks. Entropy 24 (11) (2022)
Zhaoting Liu, Chunguang Li
Adaptive Hammerstein Filtering via Recursive Non-Convex Projection. IEEE Trans. Signal Process. 70 (2022)
Jingxuan Pang, Chunguang Li
On the Connection of Generative Models and Discriminative Models for Anomaly Detection. CoRR (2022)
Shengnan Wang, Chunguang Li
Discrete Double-Bit Hashing. IEEE Trans. Big Data 8 (2) (2022)
Jingxuan Pang, Xiaokun Pu, Chunguang Li
A Hybrid Algorithm Incorporating Vector Quantization and One-Class Support Vector Machine for Industrial Anomaly Detection. IEEE Trans. Ind. Informatics 18 (12) (2022)
Xiaokun Pu, Chunguang Li
Online Semisupervised Broad Learning System for Industrial Fault Diagnosis. IEEE Trans. Ind. Informatics 17 (10) (2021)
Xiaokun Pu, Chunguang Li
Probabilistic Information-Theoretic Discriminant Analysis for Industrial Label-Noise Fault Diagnosis. IEEE Trans. Ind. Informatics 17 (4) (2021)
Zhen Xu, Ying Liu, Chunguang Li
Distributed Semi-Supervised Learning With Missing Data. IEEE Trans. Cybern. 51 (12) (2021)
Shengnan Wang, Chunguang Li, Hui-Liang Shen
Equivalent Continuous Formulation of General Hashing Problem. IEEE Trans. Cybern. 51 (8) (2021)
Huan Liu, Jiankai Tu, Chunguang Li
Distributed Ordinal Regression Over Networks. IEEE Access 9 (2021)
Si-Yuan Cao, Hui-Liang Shen, Lun Luo, Shu-Jie Chen, Chunguang Li
PCNet: A Structure Similarity Enhancement Method for Multispectral and Multimodal Image Registration. CoRR (2021)
Junhao Hua, Chunguang Li
Distributed Variational Bayesian Algorithms Over Sensor Networks. CoRR (2020)
Si-Yuan Cao, Hui-Liang Shen, Shu-Jie Chen, Chunguang Li
Boosting Structure Consistency for Multispectral and Multimodal Image Registration. IEEE Trans. Image Process. 29 (2020)
Shengnan Wang, Chunguang Li, Hui-Liang Shen
Distributed Discrete Hashing by Equivalent Continuous Formulation. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Zhaoting Liu, Chunguang Li, Weihua Zhuang, Yunchao Song, Wentao Lyu
Sparse Robust Learning From Flipped Bits. IEEE Trans. Signal Process. 68 (2020)
Junhao Hua, Chunguang Li
Distributed Variational Bayesian Algorithms for Extended Object Tracking. CoRR (2019)
Junhao Hua, Chunguang Li
Distributed Robust Bayesian Filtering for State Estimation. IEEE Trans. Signal Inf. Process. over Networks 5 (3) (2019)
Shengnan Wang, Chunguang Li, Hui-Liang Shen
Distributed Graph Hashing. IEEE Trans. Cybern. 49 (5) (2019)
Heyu Wang, Lei Xia, Chunguang Li
Distributed online quantile regression over networks with quantized communication. Signal Process. 157 (2019)
Xuedan Miao, Ying Liu, Haiquan Zhao, Chunguang Li
Distributed Online One-Class Support Vector Machine for Anomaly Detection Over Networks. IEEE Trans. Cybern. 49 (4) (2019)
Zhaoting Liu, Chunguang Li, Zhaoyang Zhang
One-Bit Recursive Least-Squares Algorithm With Application to Distributed Target Localization. IEEE Trans. Aerosp. Electron. Syst. 55 (5) (2019)
Hui Wu, Zhaoyang Zhang, Chunxu Jiao, Chunguang Li, Tony Q. S. Quek
Learn to Sense: A Meta-Learning-Based Sensing and Fusion Framework for Wireless Sensor Networks. IEEE Internet Things J. 6 (5) (2019)
Jiamei Yan, Zhaoyang Zhang, Wei Wang, Xiaoming Chen, Caijun Zhong, Chunguang Li
A Hybrid Data and Model Transfer Framework for Distributed Machine Learning. WCSP (2019)
Chunguang Li, Songyan Huang, Ying Liu, Zhaoyang Zhang
Distributed Jointly Sparse Multitask Learning Over Networks. IEEE Trans. Cybern. 48 (1) (2018)
Shengnan Wang, Chunguang Li
Distributed Stochastic Algorithm for Global Optimization in Networked System. J. Optim. Theory Appl. 179 (3) (2018)
Zhaoyang Zhang, Xiao Cai, Chunguang Li, Caijun Zhong, Huaiyu Dai
One-Bit Quantized Massive MIMO Detection Based on Variational Approximate Message Passing. IEEE Trans. Signal Process. 66 (9) (2018)
Shu-Jie Chen, Hui-Liang Shen, Chunguang Li, John H. Xin
Normalized Total Gradient: A New Measure for Multispectral Image Registration. IEEE Trans. Image Process. 27 (3) (2018)
Ying Liu, Zhen Xu, Chunguang Li
Online semi-supervised support vector machine. Inf. Sci. (2018)
Junhao Hua, Chunguang Li
Distributed Jointly Sparse Bayesian Learning With Quantized Communication. IEEE Trans. Signal Inf. Process. over Networks 4 (4) (2018)
Ying Liu, Chunguang Li
Secure Distributed Estimation Over Wireless Sensor Networks Under Attacks. IEEE Trans. Aerosp. Electron. Syst. 54 (4) (2018)
Ying Liu, Chunguang Li
Distributed Prediction via Adaptive Hammerstein Filter Over Networked Systems. IEEE Trans. Signal Inf. Process. over Networks 4 (3) (2018)
Ying Liu, Zhen Xu, Chunguang Li
Distributed online semi-supervised support vector machine. Inf. Sci. 466 (2018)
Heyu Wang, Chunguang Li
Distributed Quantile Regression Over Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks 4 (2) (2018)
Hui-Liang Shen, Tian-Qi Han, Chunguang Li
Efficient Photometric Stereo Using Kernel Regression. IEEE Trans. Image Process. 26 (1) (2017)
Ling Zhang, Yunlong Cai, Chunguang Li, Rodrigo C. de Lamare
Variable forgetting factor mechanisms for diffusion recursive least squares algorithm in sensor networks. EURASIP J. Adv. Signal Process. 2017 (2017)
Hao Liu, Xianghui Cao, Jianping He, Peng Cheng, Chunguang Li, Jiming Chen, Youxian Sun
Reply to "Comments on 'Distributed Identification of the Most Critical Node for Average Consensus"'. IEEE Trans. Signal Process. 65 (5) (2017)
Junhao Hua, Chunguang Li, Hui-Liang Shen
Distributed Learning of Predictive Structures From Multiple Tasks Over Networks. IEEE Trans. Ind. Electron. 64 (5) (2017)
Shengnan Wang, Chunguang Li
Distributed Robust Optimization in Networked System. IEEE Trans. Cybern. 47 (8) (2017)
Zhaoting Liu, Chunguang Li
Recursive Least Squares for Censored Regression. IEEE Trans. Signal Process. 65 (6) (2017)
Zhi-Wei Pan, Hui-Liang Shen, Chunguang Li, Shu-Jie Chen, John H. Xin
Fast Multispectral Imaging by Spatial Pixel-Binning and Spectral Unmixing. IEEE Trans. Image Process. 25 (8) (2016)
Ling Zhang, Yunlong Cai, Chunguang Li, Rodrigo C. de Lamare, Minjian Zhao
Low-complexity correlated time-averaged variable forgetting factor mechanism for diffusion RLS algorithm in sensor networks. SAM (2016)
Pengcheng Shen, Xin Du, Chunguang Li
Distributed Semi-Supervised Metric Learning. IEEE Access 4 (2016)
Ying Liu, Chunguang Li
Complex-valued Bayesian parameter estimation via Markov chain Monte Carlo. Inf. Sci. 326 (2016)
Chunguang Li, Songyan Huang, Ying Liu, Yiguang Liu
Distributed TLS over multitask networks with adaptive intertask cooperation. IEEE Trans. Aerosp. Electron. Syst. 52 (6) (2016)
Chunguang Li, Yuke Li
A Review on Synergistic Learning. IEEE Access 4 (2016)
Lifeng Zhou, Chunguang Li
Outsourcing Eigen-Decomposition and Singular Value Decomposition of Large Matrix to a Public Cloud. IEEE Access 4 (2016)
Junhao Hua, Chunguang Li
Distributed Variational Bayesian Algorithms Over Sensor Networks. IEEE Trans. Signal Process. 64 (3) (2016)
Pengcheng Shen, Chunguang Li, Zhaoyang Zhang
Distributed Active Learning. IEEE Access 4 (2016)
Yiguang Liu, Songfan Yang, Pengfei Wu, Chunguang Li, Menglong Yang
-Norm Low-Rank Matrix Decomposition by Neural Networks and Mollifiers. IEEE Trans. Neural Networks Learn. Syst. 27 (2) (2016)
Zhaoting Liu, Chunguang Li, Yiguang Liu
Distributed Censored Regression Over Networks. IEEE Trans. Signal Process. 63 (20) (2015)
Songyan Huang, Chunguang Li
Distributed Sparse Total Least-Squares Over Networks. IEEE Trans. Signal Process. 63 (11) (2015)
Zhaoting Liu, Chunguang Li
Censored Regression With Noisy Input. IEEE Trans. Signal Process. 63 (19) (2015)
Hao Liu, Xianghui Cao, Jianping He, Peng Cheng, Chunguang Li, Jiming Chen, Youxian Sun
Distributed Identification of the Most Critical Node for Average Consensus. IEEE Trans. Signal Process. 63 (16) (2015)
Lifeng Zhou, Chunguang Li
Outsourcing Large-Scale Quadratic Programming to a Public Cloud. IEEE Access 3 (2015)
Songyan Huang, Chunguang Li
Distributed Extreme Learning Machine for Nonlinear Learning over Network. Entropy 17 (2) (2015)
Yiguang Liu, Yinjie Lei, Chunguang Li, Wenzheng Xu, Yifei Pu
A Random Algorithm for Low-Rank Decomposition of Large-Scale Matrices With Missing Entries. IEEE Trans. Image Process. 24 (11) (2015)
Hai-Tao Zhang, Zhaomeng Cheng, Guanrong Chen, Chunguang Li
Model predictive flocking control for second-order multi-agent systems with input constraints. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2015)
Pengcheng Shen, Chunguang Li
Minimum Total Error Entropy Method for Parameter Estimation. IEEE Trans. Signal Process. 63 (15) (2015)
Xin Wei, Chunguang Li, Liang Zhou, Li Zhao
Distributed Density Estimation Based on a Mixture of Factor Analyzers in a Sensor Network. Sensors 15 (8) (2015)
Pengcheng Shen, Chunguang Li, Luo Yiliang
Distributed Vector Quantization Based on Kullback-Leibler Divergence. Entropy 17 (12) (2015)
Ying Liu, Cuili Yang, Wallace Kit-Sang Tang, Chunguang Li
Optimal topological design for distributed estimation over sensor networks. Inf. Sci. 254 (2014)
Chunguang Li, Luo Yiliang
Distributed Vector Quantization over Sensor Network. Int. J. Distributed Sens. Networks 10 (2014)
Pengcheng Shen, Chunguang Li
Distributed Information Theoretic Clustering. IEEE Trans. Signal Process. 62 (13) (2014)
Xiao Cai, Zhaoyang Zhang, Huazi Zhang, Chunguang Li
Soft Consistency Reconstruction: A robust 1-bit compressive sensing algorithm. ICC (2014)
Zhaoting Liu, Ying Liu, Chunguang Li
Distributed Sparse Recursive Least-Squares Over Networks. IEEE Trans. Signal Process. 62 (6) (2014)
Xiao Cai, Zhaoyang Zhang, Huazi Zhang, Chunguang Li
Soft Consistency Reconstruction: A Robust 1-bit Compressive Sensing Algorithm. CoRR (2014)
Xin Wei, Chunguang Li
Bayesian mixtures of common factor analyzers: Model, variational inference, and applications. Signal Process. 93 (11) (2013)
Chunguang Li, Pengcheng Shen, Ying Liu, Zhaoyang Zhang
Diffusion Information Theoretic Learning for Distributed Estimation Over Network. IEEE Trans. Signal Process. 61 (16) (2013)
Songyan Huang, Chunguang Li, Yiguang Liu
Complex-Valued Filtering Based on the Minimization of Complex-Error Entropy. IEEE Trans. Neural Networks Learn. Syst. 24 (5) (2013)
Zengxi Huang, Yiguang Liu, Chunguang Li, Menglong Yang, Liping Chen
A robust face and ear based multimodal biometric system using sparse representation. Pattern Recognit. 46 (8) (2013)
Ying Liu, Chunguang Li
Firing Rate Propagation Through Neuronal-Astrocytic Network. IEEE Trans. Neural Networks Learn. Syst. 24 (5) (2013)
Chunguang Li, Yan Ye, Qiuyuan Miao, Hui-Liang Shen
KIMEL: A kernel incremental metalearning algorithm. Signal Process. 93 (6) (2013)
Pengcheng Shen, Chunguang Li
Local Feature Extraction and Information Bottleneck-Based Segmentation of Brain Magnetic Resonance (MR) Images. Entropy 15 (8) (2013)
Chunguang Li, Yuke Li
A Spike-Based Model of Neuronal Intrinsic Plasticity. IEEE Trans. Auton. Ment. Dev. 5 (1) (2013)
Ying Liu, Chunguang Li, Zhaoyang Zhang
Diffusion Sparse Least-Mean Squares Over Networks. IEEE Trans. Signal Process. 60 (8) (2012)
Ying Liu, Chunguang Li, Wallace Kit-Sang Tang, Zhaoyang Zhang
Distributed estimation over complex networks. Inf. Sci. 197 (2012)
Xin Wei, Chunguang Li
The infinite Student's t-mixture for robust modeling. Signal Process. 92 (1) (2012)
Yiguang Liu, Shuzhi Sam Ge, Chunguang Li, Zhisheng You
k-NS: A Classifier by the Distance to the Nearest Subspace. IEEE Trans. Neural Networks 22 (8) (2011)
Xin Wei, Chunguang Li
The Student's t -Hidden Markov Model With Truncated Stick-Breaking Priors. IEEE Signal Process. Lett. 18 (6) (2011)
Chunguang Li
A Model of Neuronal Intrinsic Plasticity. IEEE Trans. Auton. Ment. Dev. 3 (4) (2011)