Chunguang Li

102 papers Journal 99Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Extended Graph Learning for Weakly Supervised Video Anomaly Detection.
IEEE Trans. Circuits Syst. Video Technol.
Jixiang Deng, Ying Liu, Chunguang Li
2026 J jnl
Physics-informed tensor autoencoder with memory for video anomaly detection.
Expert Syst. Appl.
Jianan Liu, Chunguang Li
2025 J jnl
Context-aware feature reconstruction for class-incremental anomaly detection and localization.
Neural Networks
Jingxuan Pang, Chunguang Li
2025 J jnl
Deeply Supervised Block-Wise Neural Architecture Search.
IEEE Trans. Neural Networks Learn. Syst.
An Yang, Ying Liu, Chunguang Li, Qinyuan Ren
2025 J jnl
Joint Design of Sample and Node Weighting for Distributed Ordinal Regression Under Label Noise.
IEEE Trans. Signal Inf. Process. over Networks
Huan Liu, Xiaoxian Lao, Jiankai Tu, Chunguang Li
2025 J jnl
Reconstruction-Based Anomaly Localization via Knowledge-Informed Self-Training.
IEEE Trans. Neural Networks Learn. Syst.
Cheng Qian, Xiaoxian Lao, Chunguang Li
2025 J jnl
TFDet: Target-Aware Fusion for RGB-T Pedestrian Detection.
IEEE Trans. Neural Networks Learn. Syst.
Xue Zhang, Xiaohan Zhang, Jiangtao Wang, Jiacheng Ying, Zehua Sheng, Heng Yu, Chunguang Li, Hui-Liang Shen
2025 J jnl
Topology-Preserved Information Bottleneck for Multiview Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Tengfei Yan, Jiankai Tu, Chunguang Li, Fan Zhang
2024 J jnl
Distributed Online Ordinal Regression Based on VUS Maximization.
IEEE Signal Process. Lett.
Huan Liu, Jiankai Tu, Chunguang Li
2024 J jnl
Distributed robust support vector ordinal regression under label noise.
Neurocomputing
Huan Liu, Jiankai Tu, Anqi Gao, Chunguang Li
2024 J jnl
Event-Triggered Distributed Estimation With Inter-Event Information Retrieval.
IEEE Trans. Signal Inf. Process. over Networks
Xiaoxian Lao, Chunguang Li
2024 J jnl
Ordinal Regression for Direction-Related Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Jiankai Tu, Huan Liu, Chunguang Li
2024 J jnl
Partial Diffusion With Quantization Over Networks.
IEEE Trans. Signal Inf. Process. over Networks
Xiaoxian Lao, Chunguang Li
2024 J jnl
Privacy-Preserving Federated Learning Against Label-Flipping Attacks on Non-IID Data.
IEEE Internet Things J.
Xicong Shen, Ying Liu, Fu Li, Chunguang Li
2024 J jnl
Weighted subspace anomaly detection in high-dimensional space.
Pattern Recognit.
Jiankai Tu, Huan Liu, Chunguang Li
2023 J jnl
COMIRE: A Consistence-Based Mislabeled Instances Removal Method.
IEEE Trans. Neural Networks Learn. Syst.
Xiaokun Pu, Chunguang Li, Hui-Liang Shen
2023 J jnl
Low-Multi-Rank High-Order Bayesian Robust Tensor Factorization.
CoRR
Jianan Liu, Chunguang Li
2023 J jnl
Meta-Self-Training Based on Teacher-Student Network for Industrial Label-Noise Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Xiaokun Pu, Chunguang Li
2023 J jnl
PCNet: A structure similarity enhancement method for multispectral and multimodal image registration.
Inf. Fusion
Si-Yuan Cao, Beinan Yu, Lun Luo, Runmin Zhang, Shu-Jie Chen, Chunguang Li, Hui-Liang Shen
2023 J jnl
Signal Power Estimation of All Sensor Network Nodes With Measurements From a Subset of Network Nodes.
IEEE Trans. Aerosp. Electron. Syst.
Zhaoting Liu, Huizhe Zhang, Chunguang Li, Feng Xi, Duanpo Wu, Yingbiao Yao, Yinan Zhao
2022 J jnl
A Hybrid Algorithm Incorporating Vector Quantization and One-Class Support Vector Machine for Industrial Anomaly Detection.
IEEE Trans. Ind. Informatics
Jingxuan Pang, Xiaokun Pu, Chunguang Li
2022 J jnl
Adaptive Hammerstein Filtering via Recursive Non-Convex Projection.
IEEE Trans. Signal Process.
Zhaoting Liu, Chunguang Li
2022 J jnl
Discrete Double-Bit Hashing.
IEEE Trans. Big Data
Shengnan Wang, Chunguang Li
2022 J jnl
Distributed Information-Theoretic Semisupervised Learning for Multilabel Classification.
IEEE Trans. Cybern.
Zhen Xu, Ying Liu, Chunguang Li
2022 J jnl
Distributed Support Vector Ordinal Regression over Networks.
Entropy
Huan Liu, Jiankai Tu, Chunguang Li
2022 J jnl
On the Connection of Generative Models and Discriminative Models for Anomaly Detection.
CoRR
Jingxuan Pang, Chunguang Li
2022 J jnl
Quantized Distributed Estimation With Adaptive Combiner.
IEEE Trans. Signal Inf. Process. over Networks
Xiaoxian Lao, Wenfei Du, Chunguang Li
2021 J jnl
Distributed Ordinal Regression Over Networks.
IEEE Access
Huan Liu, Jiankai Tu, Chunguang Li
2021 J jnl
Distributed Semi-Supervised Learning With Missing Data.
IEEE Trans. Cybern.
Zhen Xu, Ying Liu, Chunguang Li
2021 J jnl
Equivalent Continuous Formulation of General Hashing Problem.
IEEE Trans. Cybern.
Shengnan Wang, Chunguang Li, Hui-Liang Shen
2021 J jnl
Online Semisupervised Broad Learning System for Industrial Fault Diagnosis.
IEEE Trans. Ind. Informatics
Xiaokun Pu, Chunguang Li
2021 J jnl
PCNet: A Structure Similarity Enhancement Method for Multispectral and Multimodal Image Registration.
CoRR
Si-Yuan Cao, Hui-Liang Shen, Lun Luo, Shu-Jie Chen, Chunguang Li
2021 J jnl
Probabilistic Information-Theoretic Discriminant Analysis for Industrial Label-Noise Fault Diagnosis.
IEEE Trans. Ind. Informatics
Xiaokun Pu, Chunguang Li
2020 J jnl
Boosting Structure Consistency for Multispectral and Multimodal Image Registration.
IEEE Trans. Image Process.
Si-Yuan Cao, Hui-Liang Shen, Shu-Jie Chen, Chunguang Li
2020 J jnl
Distributed Discrete Hashing by Equivalent Continuous Formulation.
IEEE Trans. Signal Inf. Process. over Networks
Shengnan Wang, Chunguang Li, Hui-Liang Shen
2020 J jnl
Distributed Variational Bayesian Algorithms Over Sensor Networks.
CoRR
Junhao Hua, Chunguang Li
2020 J jnl
Sparse Robust Learning From Flipped Bits.
IEEE Trans. Signal Process.
Zhaoting Liu, Chunguang Li, Weihua Zhuang, Yunchao Song, Wentao Lyu
2019 — conf
A Hybrid Data and Model Transfer Framework for Distributed Machine Learning.
WCSP
Jiamei Yan, Zhaoyang Zhang, Wei Wang, Xiaoming Chen, Caijun Zhong, Chunguang Li
2019 J jnl
Distributed Graph Hashing.
IEEE Trans. Cybern.
Shengnan Wang, Chunguang Li, Hui-Liang Shen
2019 J jnl
Distributed Online One-Class Support Vector Machine for Anomaly Detection Over Networks.
IEEE Trans. Cybern.
Xuedan Miao, Ying Liu, Haiquan Zhao, Chunguang Li
2019 J jnl
Distributed Robust Bayesian Filtering for State Estimation.
IEEE Trans. Signal Inf. Process. over Networks
Junhao Hua, Chunguang Li
2019 J jnl
Distributed Variational Bayesian Algorithms for Extended Object Tracking.
CoRR
Junhao Hua, Chunguang Li
2019 J jnl
Distributed online quantile regression over networks with quantized communication.
Signal Process.
Heyu Wang, Lei Xia, Chunguang Li
2019 J jnl
Learn to Sense: A Meta-Learning-Based Sensing and Fusion Framework for Wireless Sensor Networks.
IEEE Internet Things J.
Hui Wu, Zhaoyang Zhang, Chunxu Jiao, Chunguang Li, Tony Q. S. Quek
2019 J jnl
One-Bit Recursive Least-Squares Algorithm With Application to Distributed Target Localization.
IEEE Trans. Aerosp. Electron. Syst.
Zhaoting Liu, Chunguang Li, Zhaoyang Zhang
2018 J jnl
Distributed Jointly Sparse Bayesian Learning With Quantized Communication.
IEEE Trans. Signal Inf. Process. over Networks
Junhao Hua, Chunguang Li
2018 J jnl
Distributed Jointly Sparse Multitask Learning Over Networks.
IEEE Trans. Cybern.
Chunguang Li, Songyan Huang, Ying Liu, Zhaoyang Zhang
2018 J jnl
Distributed Prediction via Adaptive Hammerstein Filter Over Networked Systems.
IEEE Trans. Signal Inf. Process. over Networks
Ying Liu, Chunguang Li
2018 J jnl
Distributed Quantile Regression Over Sensor Networks.
IEEE Trans. Signal Inf. Process. over Networks
Heyu Wang, Chunguang Li
2018 J jnl
Distributed Stochastic Algorithm for Global Optimization in Networked System.
J. Optim. Theory Appl.
Shengnan Wang, Chunguang Li
2018 J jnl
Distributed online semi-supervised support vector machine.
Inf. Sci.
Ying Liu, Zhen Xu, Chunguang Li
2018 J jnl
Normalized Total Gradient: A New Measure for Multispectral Image Registration.
IEEE Trans. Image Process.
Shu-Jie Chen, Hui-Liang Shen, Chunguang Li, John H. Xin
2018 J jnl
One-Bit Quantized Massive MIMO Detection Based on Variational Approximate Message Passing.
IEEE Trans. Signal Process.
Zhaoyang Zhang, Xiao Cai, Chunguang Li, Caijun Zhong, Huaiyu Dai
2018 J jnl
Online semi-supervised support vector machine.
Inf. Sci.
Ying Liu, Zhen Xu, Chunguang Li
2018 J jnl
Secure Distributed Estimation Over Wireless Sensor Networks Under Attacks.
IEEE Trans. Aerosp. Electron. Syst.
Ying Liu, Chunguang Li
2017 J jnl
Distributed Learning of Predictive Structures From Multiple Tasks Over Networks.
IEEE Trans. Ind. Electron.
Junhao Hua, Chunguang Li, Hui-Liang Shen
2017 J jnl
Distributed Robust Optimization in Networked System.
IEEE Trans. Cybern.
Shengnan Wang, Chunguang Li
2017 J jnl
Efficient Photometric Stereo Using Kernel Regression.
IEEE Trans. Image Process.
Hui-Liang Shen, Tian-Qi Han, Chunguang Li
2017 J jnl
Recursive Least Squares for Censored Regression.
IEEE Trans. Signal Process.
Zhaoting Liu, Chunguang Li
2017 J jnl
Reply to "Comments on 'Distributed Identification of the Most Critical Node for Average Consensus"'.
IEEE Trans. Signal Process.
Hao Liu, Xianghui Cao, Jianping He, Peng Cheng, Chunguang Li, Jiming Chen, Youxian Sun
2017 J jnl
Variable forgetting factor mechanisms for diffusion recursive least squares algorithm in sensor networks.
EURASIP J. Adv. Signal Process.
Ling Zhang, Yunlong Cai, Chunguang Li, Rodrigo C. de Lamare
2016 J jnl
A Review on Synergistic Learning.
IEEE Access
Chunguang Li, Yuke Li
2016 J jnl
Complex-valued Bayesian parameter estimation via Markov chain Monte Carlo.
Inf. Sci.
Ying Liu, Chunguang Li
2016 J jnl
Distributed Active Learning.
IEEE Access
Pengcheng Shen, Chunguang Li, Zhaoyang Zhang
2016 J jnl
Distributed Semi-Supervised Metric Learning.
IEEE Access
Pengcheng Shen, Xin Du, Chunguang Li
2016 J jnl
Distributed TLS over multitask networks with adaptive intertask cooperation.
IEEE Trans. Aerosp. Electron. Syst.
Chunguang Li, Songyan Huang, Ying Liu, Yiguang Liu
2016 J jnl
Distributed Variational Bayesian Algorithms Over Sensor Networks.
IEEE Trans. Signal Process.
Junhao Hua, Chunguang Li
2016 J jnl
Fast Multispectral Imaging by Spatial Pixel-Binning and Spectral Unmixing.
IEEE Trans. Image Process.
Zhi-Wei Pan, Hui-Liang Shen, Chunguang Li, Shu-Jie Chen, John H. Xin
2016 J jnl
L
IEEE Trans. Neural Networks Learn. Syst.
Yiguang Liu, Songfan Yang, Pengfei Wu, Chunguang Li, Menglong Yang
2016 — conf
Low-complexity correlated time-averaged variable forgetting factor mechanism for diffusion RLS algorithm in sensor networks.
SAM
Ling Zhang, Yunlong Cai, Chunguang Li, Rodrigo C. de Lamare, Minjian Zhao
2016 J jnl
Outsourcing Eigen-Decomposition and Singular Value Decomposition of Large Matrix to a Public Cloud.
IEEE Access
Lifeng Zhou, Chunguang Li
2015 J jnl
A Random Algorithm for Low-Rank Decomposition of Large-Scale Matrices With Missing Entries.
IEEE Trans. Image Process.
Yiguang Liu, Yinjie Lei, Chunguang Li, Wenzheng Xu, Yifei Pu
2015 J jnl
Censored Regression With Noisy Input.
IEEE Trans. Signal Process.
Zhaoting Liu, Chunguang Li
2015 J jnl
Distributed Censored Regression Over Networks.
IEEE Trans. Signal Process.
Zhaoting Liu, Chunguang Li, Yiguang Liu
2015 J jnl
Distributed Density Estimation Based on a Mixture of Factor Analyzers in a Sensor Network.
Sensors
Xin Wei, Chunguang Li, Liang Zhou, Li Zhao
2015 J jnl
Distributed Extreme Learning Machine for Nonlinear Learning over Network.
Entropy
Songyan Huang, Chunguang Li
2015 J jnl
Distributed Identification of the Most Critical Node for Average Consensus.
IEEE Trans. Signal Process.
Hao Liu, Xianghui Cao, Jianping He, Peng Cheng, Chunguang Li, Jiming Chen, Youxian Sun
2015 J jnl
Distributed Sparse Total Least-Squares Over Networks.
IEEE Trans. Signal Process.
Songyan Huang, Chunguang Li
2015 J jnl
Distributed Vector Quantization Based on Kullback-Leibler Divergence.
Entropy
Pengcheng Shen, Chunguang Li, Luo Yiliang
2015 J jnl
Minimum Total Error Entropy Method for Parameter Estimation.
IEEE Trans. Signal Process.
Pengcheng Shen, Chunguang Li
2015 J jnl
Model predictive flocking control for second-order multi-agent systems with input constraints.
IEEE Trans. Circuits Syst. I Regul. Pap.
Hai-Tao Zhang, Zhaomeng Cheng, Guanrong Chen, Chunguang Li
2015 J jnl
Outsourcing Large-Scale Quadratic Programming to a Public Cloud.
IEEE Access
Lifeng Zhou, Chunguang Li
2014 J jnl
Distributed Information Theoretic Clustering.
IEEE Trans. Signal Process.
Pengcheng Shen, Chunguang Li
2014 J jnl
Distributed Sparse Recursive Least-Squares Over Networks.
IEEE Trans. Signal Process.
Zhaoting Liu, Ying Liu, Chunguang Li
2014 J jnl
Distributed Vector Quantization over Sensor Network.
Int. J. Distributed Sens. Networks
Chunguang Li, Luo Yiliang
2014 J jnl
Optimal topological design for distributed estimation over sensor networks.
Inf. Sci.
Ying Liu, Cuili Yang, Wallace Kit-Sang Tang, Chunguang Li
2014 J jnl
Soft Consistency Reconstruction: A Robust 1-bit Compressive Sensing Algorithm.
CoRR
Xiao Cai, Zhaoyang Zhang, Huazi Zhang, Chunguang Li
2014 — conf
Soft Consistency Reconstruction: A robust 1-bit compressive sensing algorithm.
ICC
Xiao Cai, Zhaoyang Zhang, Huazi Zhang, Chunguang Li
2013 J jnl
A Spike-Based Model of Neuronal Intrinsic Plasticity.
IEEE Trans. Auton. Ment. Dev.
Chunguang Li, Yuke Li
2013 J jnl
A robust face and ear based multimodal biometric system using sparse representation.
Pattern Recognit.
Zengxi Huang, Yiguang Liu, Chunguang Li, Menglong Yang, Liping Chen
2013 J jnl
Bayesian mixtures of common factor analyzers: Model, variational inference, and applications.
Signal Process.
Xin Wei, Chunguang Li
2013 J jnl
Complex-Valued Filtering Based on the Minimization of Complex-Error Entropy.
IEEE Trans. Neural Networks Learn. Syst.
Songyan Huang, Chunguang Li, Yiguang Liu
2013 J jnl
Diffusion Information Theoretic Learning for Distributed Estimation Over Network.
IEEE Trans. Signal Process.
Chunguang Li, Pengcheng Shen, Ying Liu, Zhaoyang Zhang
2013 J jnl
Firing Rate Propagation Through Neuronal-Astrocytic Network.
IEEE Trans. Neural Networks Learn. Syst.
Ying Liu, Chunguang Li
2013 J jnl
KIMEL: A kernel incremental metalearning algorithm.
Signal Process.
Chunguang Li, Yan Ye, Qiuyuan Miao, Hui-Liang Shen
2013 J jnl
Local Feature Extraction and Information Bottleneck-Based Segmentation of Brain Magnetic Resonance (MR) Images.
Entropy
Pengcheng Shen, Chunguang Li
2012 J jnl
Diffusion Sparse Least-Mean Squares Over Networks.
IEEE Trans. Signal Process.
Ying Liu, Chunguang Li, Zhaoyang Zhang
2012 J jnl
Distributed estimation over complex networks.
Inf. Sci.
Ying Liu, Chunguang Li, Wallace Kit-Sang Tang, Zhaoyang Zhang
2012 J jnl
The infinite Student's t-mixture for robust modeling.
Signal Process.
Xin Wei, Chunguang Li
2011 J jnl
A Model of Neuronal Intrinsic Plasticity.
IEEE Trans. Auton. Ment. Dev.
Chunguang Li
2011 J jnl
The Student's t -Hidden Markov Model With Truncated Stick-Breaking Priors.
IEEE Signal Process. Lett.
Xin Wei, Chunguang Li
2011 J jnl
k-NS: A Classifier by the Distance to the Nearest Subspace.
IEEE Trans. Neural Networks
Yiguang Liu, Shuzhi Sam Ge, Chunguang Li, Zhisheng You