Badong Chen

532 papers A* 11A 1B 33C 9Misc 18Journal 419Unranked 40
YearRankTypeTitle / Venue / Authors
2026 J jnl
A dual-stream regional feature learning and adaptive fusion method for electroencephalogram-based emotion recognition.
Eng. Appl. Artif. Intell.
Yong Yang, Wenhao Wang, Kaibo Shi, Yuanlun Xie, Nan Zhou, Shiping Wen, Ming Zhu, Badong Chen
2026 J jnl
A zero-dynamics attack detection scheme for networked power systems with electric vehicles: Watermark-based auxiliary function viewpoint.
Signal Process.
Xinghua Liu, Miaomiao Liu, Gaoxi Xiao, Shiping Wen, Badong Chen, Peng Wang
2026 J jnl
Advancing multi-source domain adaptation via generalized divergence measures.
Appl. Soft Comput.
Mingfei Lu, Jun Lei, Badong Chen
2026 J jnl
Bipartite graph regularized robust low-rank matrix factorization for fast semi-supervised image clustering.
Appl. Intell.
Nan Zhou, Wenjun Luo, Zezhong Wu, Yuanhua Du, Kaibo Shi, Badong Chen
2026 J jnl
Correntropy meets cross-entropy: A robust loss against noisy labels.
Eng. Appl. Artif. Intell.
Nan Zhou, Qing Deng, Wenjun Luo, Xiuyu Huang, Yuanhua Du, Badong Chen, Witold Pedrycz
2026 J jnl
DAMind: Zero-Shot Visual Cross-Domain Alignment and Representation for EEG Decoding.
IEEE Trans. Image Process.
Haodong Jing, Yongqiang Ma, Panqi Yang, Haoyu Li, Shuai Huang, Badong Chen, Nanning Zheng
2026 J jnl
Decision forest with fast-determined optimal parameter intervals of base learners.
Pattern Recognit.
Quan Wang, Fei Wang, Hao Lei, Badong Chen, Zhiping Lin, Feiping Nie
2026 J jnl
Diffusion MEEF with Variable-Center Algorithm Optimized by Joint Probability Density Matching and Entropy Weight Method.
Circuits Syst. Signal Process.
Wentao Ma, Wenbo Wu, Peng Guo, Badong Chen
2026 J jnl
Dynamic event-triggered finite-time actor-critic-identifier-based approximate optimal control for unknown nonlinear drifted systems.
Inf. Sci.
Shuangsi Xue, Junkai Tan, Zihang Guo, Qingshu Guan, Hui Cao, Badong Chen
2026 J jnl
Efficient superpixel-guided global-local spectral clustering for large-scale HSI.
Neurocomputing
Ben Yang, Xuetao Zhang, Yongqiang Luo, Feiping Nie, Fei Wang, Badong Chen
2026 J jnl
EveryBrain: Generate EEG Responses From Images for Specified Individuals.
IEEE Trans. Circuits Syst. Video Technol.
Boang Li, Hui Cao, Badong Chen, Tao Wang, Jie Zhang
2026 J jnl
Fast Multi-view Discrete Clustering via Spectral Embedding Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Ben Yang, Xuetao Zhang, Zhiyuan Xue, Feiping Nie, Badong Chen
2026 J jnl
Fine-Grained Domain Alignment for Face Anti-Spoofing With Asymmetric Pseudo-Labels.
IEEE Trans. Inf. Forensics Secur.
Jing Yang, Xusheng Cui, Yuehai Chen, Shaoyi Du, Badong Chen, Yuewen Liu
2026 J jnl
Fixed-Time Stochastic Learning From Human-UAV Interaction With State-Input Constraints.
IEEE Trans. Ind. Electron.
Junkai Tan, Shuangsi Xue, Qingshu Guan, Zihang Guo, Hui Cao, Badong Chen
2026 J jnl
Human-robotics hybrid shared control with guaranteed performance: A fixed-time game-theoretic learning approach.
Inf. Sci.
Shuangsi Xue, Junkai Tan, Zihang Guo, Tiansen Niu, Hui Cao, Badong Chen
2026 J jnl
Latent Reasoning VLA: Latent Thinking and Prediction for Vision-Language-Action Models.
CoRR
Shuanghao Bai, Jing Lyu, Wanqi Zhou, Zhe Li, Dakai Wang, Lei Xing, Xiaoguang Zhao, Pengwei Wang, Zhongyuan Wang, Cheng Chi, Badong Chen, Shanghang Zhang
2026 J jnl
Multi-view graph neural networks by augmented aggregation.
Appl. Soft Comput.
Long Shi, Junyu Chen, Lei Cao, Jun Wang, Jinghua Tan, Badong Chen
2026 J jnl
Nesterov Accelerated Gradient-Based Fixed-Time Convergent Actor-Critic Control for Nonlinear Systems.
IEEE Trans Autom. Sci. Eng.
Shuangsi Xue, Junkai Tan, Hui Cao, Badong Chen
2026 J jnl
Neural Adaptive Finite-Time Formation Tracking Control for Manipulator End Effectors Under Input Constraints.
IEEE Trans. Syst. Man Cybern. Syst.
Shuangsi Xue, Zihang Guo, Junkai Tan, Kai Qu, Hui Cao, Badong Chen
2026 J jnl
Neural estimator-based finite-time formation control for manipulator end effectors with obstacle avoidance.
Inf. Sci.
Shuangsi Xue, Zihang Guo, Xiaodong Zheng, Hui Cao, Badong Chen
2026 J jnl
One-pass multiview clustering with anchor differentiation mechanism.
Pattern Recognit.
Jinghan Wu, Xuetao Zhang, Ben Yang, Yuxin Fan, Zhiping Lin, Badong Chen
2026 J jnl
One-step incomplete multi-view clustering via imputed anchor graph discretization.
Knowl. Based Syst.
Jinghan Wu, Rankun Chen, Haoran Wang, Xuetao Zhang, Ben Yang, Badong Chen
2026 J jnl
Optimized conversion-sample filter under maximum correntropy criterion.
Signal Process.
Shibo Jin, Lujuan Dang, Badong Chen
2026 J jnl
Outlier-robust learning with continuously differentiable least trimmed squares.
Pattern Recognit.
Lei Xing, Yufei Liu, Linhai Xu, Badong Chen
2026 J jnl
Parameter-free discrete clustering via adaptive hypergraph fusion.
Inf. Sci.
Yu Zhou, Ben Yang, Xuetao Zhang, Badong Chen
2026 J jnl
Prescribed Performance Optimized Control of UAV With Robust Approximate Dynamic Programming Under Disturbance.
IEEE Trans. Ind. Electron.
Shuangsi Xue, Junkai Tan, Tiansen Niu, Kai Qu, Hui Cao, Badong Chen
2026 J jnl
Reactive power optimization under risk-aware demand response: Attentive gated recurrent unit and safe dual-critic architecture.
Eng. Appl. Artif. Intell.
Xinghua Liu, Xiaoyu Wang, Bangji Fan, Zhengmao Li, Gaoxi Xiao, Shiping Wen, Badong Chen
2026 J jnl
Reshaping Action Error Distributions for Reliable Vision-Language-Action Models.
CoRR
Shuanghao Bai, Dakai Wang, Cheng Chi, Wanqi Zhou, Jing Lyu, Xiaoguang Zhao, Pengwei Wang, Zhongyuan Wang, Lei Xing, Shanghang Zhang, Badong Chen
2026 J jnl
Robust Recursive Widely Linear Diffusion Adaptive Filtering With Linear Constraint.
IEEE Trans. Aerosp. Electron. Syst.
Guobing Qian, Jiayin Wang, Anni Yang, Ying-Ren Chien, Junhui Qian, Shiyuan Wang, Badong Chen
2026 J jnl
Tensor-Based Graph Learning With Consistency and Specificity for Multi-View Clustering.
IEEE Trans. Multim.
Long Shi, Yunshan Ye, Lei Cao, Yu Zhao, Badong Chen
2026 J jnl
Unraveling incomplete multiview data: An information-theoretic framework.
Appl. Soft Comput.
Qi Zhang, Mingfei Lu, Jingmin Xin, Badong Chen
2025 J jnl
An information bottleneck approach for feature selection.
Pattern Recognit.
Qi Zhang, Mingfei Lu, Shujian Yu, Jingmin Xin, Badong Chen
2025 J jnl
An information-theoretic approach for heterogeneous differentiable causal discovery.
Neural Networks
Wanqi Zhou, Shuanghao Bai, Yuqing Xie, Yicong He, Qibin Zhao, Badong Chen
2025 J jnl
Autoregressive watermark detection and basis function regression defense scheme for FDIA on multi-area interconnected power systems.
J. Frankl. Inst.
Xinghua Liu, Miaomiao Liu, Gaoxi Xiao, Shiping Wen, Badong Chen, Peng Wang
2025 J jnl
Bias-Compensated Normalized Iterative Wiener Filter Algorithm With Noisy Input.
IEEE Signal Process. Lett.
Hai Yuan, Lu Lu, Guangya Zhu, Badong Chen
2025 J jnl
Biologically plausible unsupervised learning for self-organizing spiking neural networks with dendritic computation.
Neurocomputing
Geng Zhang, Shuangming Yang, Xuetao Zhang, Badong Chen
2025 J jnl
BrainCLIP: Brain Representation via CLIP for Generic Natural Visual Stimulus Decoding.
IEEE Trans. Medical Imaging
Yongqiang Ma, Yulong Liu, Liangjun Chen, Guibo Zhu, Badong Chen, Nanning Zheng
2025 J jnl
BrainIB: Interpretable Brain Network-Based Psychiatric Diagnosis With Graph Information Bottleneck.
IEEE Trans. Neural Networks Learn. Syst.
Kaizhong Zheng, Shujian Yu, Baojuan Li, Robert Jenssen, Badong Chen
2025 J jnl
C2T-HR3D: Cross-Fusion of CNN and Transformer for High-Speed Railway Dropper Defect Detection.
IEEE Trans. Instrum. Meas.
Jin He, Fengmao Lv, Jun Liu, Min Wu, Badong Chen, Shiping Wang
2025 J jnl
CSCC: Cross-Scene Crowd Counting via Learning to Diversify for Domain Generalization.
IEEE Trans. Multim.
Yuehai Chen, Qingzhong Wang, Jing Yang, Badong Chen, Haoyi Xiong, Shaoyi Du
2025 J jnl
Channel-Selection-Based Temporal Convolutional Network for Patient-Specific Epileptic Seizure Detection.
IEEE Trans. Cogn. Dev. Syst.
Guangming Wang, Xiyuan Lei, Wen Li, Won Hee Lee, Lianchi Huang, Jialin Zhu, Shanshan Jia, Dong Wang, Yang Zheng, Hua Zhang, Badong Chen, Gang Wang
2025 Misc conf
Convolutional Retentive Network for EEG Decoding.
ICASSP
Junliang Wang, Wenlong Hang, Shuang Liang, Qiong Wang, Badong Chen, Jing Qin
2025 J jnl
Correntropy based label loss for multi-classification on deep neural networks.
Neurocomputing
Qing Deng, Nan Zhou, Wenjun Luo, Yuanhua Du, Kaibo Shi, Badong Chen
2025 J jnl
Correntropy-Based Improper Likelihood Model for Robust Electrophysiological Source Imaging.
IEEE Trans. Medical Imaging
Yuanhao Li, Badong Chen, Zhongxu Hu, Keita Suzuki, Wenjun Bai, Yasuharu Koike, Okito Yamashita
2025 J jnl
Data-driven optimal shared control of unmanned aerial vehicles.
Neurocomputing
Junkai Tan, Shuangsi Xue, Zihang Guo, Huan Li, Hui Cao, Badong Chen
2025 J jnl
Divergence-guided disentanglement of view-common and view-unique representations for multi-view data.
Inf. Fusion
Mingfei Lu, Qi Zhang, Badong Chen
2025 J jnl
Diverse route-driven deep reinforcement learning for vehicle routing problems.
Neurocomputing
Qingshu Guan, Hui Cao, Tiansen Niu, Lixin Jia, Shuangsi Xue, Badong Chen
2025 J jnl
Dual-Path Stable Soft Prompt Generation for Domain Generalization.
CoRR
Yuedi Zhang, Shuanghao Bai, Wanqi Zhou, Zhirong Luan, Badong Chen
2025 J jnl
Dynamic embedding-based deep reinforcement learning for heterogeneous capacitated VRPs with unloading time constraints.
Expert Syst. Appl.
Qingshu Guan, Shuangsi Xue, Junkai Tan, Lixin Jia, Hui Cao, Badong Chen
2025 J jnl
Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence.
IEEE Trans. Neural Networks Learn. Syst.
Shuangming Yang, Badong Chen
2025 J jnl
Embodied Robot Manipulation in the Era of Foundation Models: Planning and Learning Perspectives.
CoRR
Shuanghao Bai, Wenxuan Song, Jiayi Chen, Yuheng Ji, Zhide Zhong, Jin Yang, Han Zhao, Wanqi Zhou, Zhe Li, Pengxiang Ding, Cheng Chi, Chang Xu, Xiaolong Zheng, Donglin Wang, Haoang Li, Shanghang Zhang, Badong Chen
2025 J jnl
Enhanced Short-Term Wind Power Prediction via an Innovative Multitask Learning Framework Integrated With Fusion Model-Based Data Cleansing.
IEEE Trans. Instrum. Meas.
Wentao Ma, Jiahui Dai, Yuzhuo Dong, Jiandong Duan, Badong Chen
2025 J jnl
Event-triggered memory sliding mode load frequency control of power system with BESSs against frequency-based deception attacks.
J. Frankl. Inst.
Siwei Qiao, Xinghua Liu, Shiping Wen, Gaoxi Xiao, Badong Chen, Shuzhi Sam Ge
2025 J jnl
FAS: Fast ANN-SNN Conversion for Spiking Large Language Models.
CoRR
Long Chen, Xiaotian Song, Andy Song, Badong Chen, Jiancheng Lv, Yanan Sun
2025 J jnl
FMLAN: A novel framework for cross-subject and cross-session EEG emotion recognition.
Biomed. Signal Process. Control.
Peng Yu, Xiaopeng He, Haoyu Li, Haowen Dou, Yeyu Tan, Hao Wu, Badong Chen
2025 J jnl
Fast Multiview Anchor-Graph Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Ben Yang, Xuetao Zhang, Jinghan Wu, Feiping Nie, Zhiping Lin, Fei Wang, Badong Chen
2025 J jnl
Fixed-point fully adaptive interpolated Volterra filter under recursive maximum correntropy.
Signal Process.
Tao Deng, Lu Lu, Tao Lei, Badong Chen
2025 J jnl
Foreground natural anomaly synthesis for attention guided anomaly detection.
Neurocomputing
Xinyuan Xiang, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen
2025 J jnl
Generalized Cauchy-Schwarz divergence: Efficient estimation and applications in deep learning.
Neurocomputing
Mingfei Lu, Shujian Yu, Robert Jenssen, Badong Chen
2025 J jnl
Guest Editorial: Special Issue on Information Theoretic Methods for the Generalization, Robustness, and Interpretability of Machine Learning.
IEEE Trans. Neural Networks Learn. Syst.
Badong Chen, Shujian Yu, Robert Jenssen, José C. Príncipe, Klaus-Robert Müller
2025 J jnl
Hierarchical Safe Reinforcement Learning Control for Leader-Follower Systems With Prescribed Performance.
IEEE Trans Autom. Sci. Eng.
Junkai Tan, Shuangsi Xue, Huan Li, Zihang Guo, Hui Cao, Badong Chen
2025 A* conf
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency.
ICLR
Jiangrong Shen, Qi Xu, Gang Pan, Badong Chen
2025 J jnl
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency.
CoRR
Jiangrong Shen, Qi Xu, Gang Pan, Badong Chen
2025 J jnl
Incomplete multi-view subspace clustering based on robust matrix completion.
Neurocomputing
Lei Xing, Xinhu Zheng, Yao Lu, Badong Chen
2025 J jnl
Long-VLA: Unleashing Long-Horizon Capability of Vision Language Action Model for Robot Manipulation.
CoRR
Yiguo Fan, Pengxiang Ding, Shuanghao Bai, Xinyang Tong, Yuyang Zhu, Hongchao Lu, Fengqi Dai, Wei Zhao, Yang Liu, Siteng Huang, Zhaoxin Fan, Badong Chen, Donglin Wang
2025 J jnl
Measuring generalized divergence for multiple distributions with application to deep clustering.
Pattern Recognit.
Mingfei Lu, Lei Xing, Badong Chen
2025 J jnl
Multi-View Spatial Context and State Constraints for Object-Goal Navigation.
IEEE Robotics Autom. Lett.
Chong Lu, Meiqin Liu, Zhirong Luan, Yan He, Badong Chen
2025 J jnl
Multi-period interaction networks for time series forecasting.
Pattern Recognit. Lett.
Yuqing Xie, Lujuan Dang, Badong Chen
2025 J jnl
Multiagent Primal-Dual DDPG-Based Reactive Power Optimization of Active Distribution Networks via Graph Reinforcement Learning.
IEEE Internet Things J.
Xinghua Liu, Xiaoyu Wang, Bangji Fan, Gaoxi Xiao, Shiping Wen, Badong Chen, Peng Wang
2025 J jnl
Multiscale Convolutional Transformer With Diverse-Aware Feature Learning for Motor Imagery EEG Decoding.
IEEE Trans. Cogn. Dev. Syst.
Wenlong Hang, Junliang Wang, Shuang Liang, Baiying Lei, Qiong Wang, Guanglin Li, Badong Chen, Jing Qin
2025 J jnl
NeuralDiffuser: Neuroscience-Inspired Diffusion Guidance for fMRI Visual Reconstruction.
IEEE Trans. Image Process.
Haoyu Li, Hao Wu, Badong Chen
2025 J jnl
Optimal Subband Adaptive Filter Over Functional Link Neural Network: Algorithms and Applications.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jianhong Ye, Yi Yu, Badong Chen, Zongsheng Zheng, Jie Chen
2025 Misc conf
PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization.
ICASSP
Haoran Zhang, Shuanghao Bai, Wanqi Zhou, Jingwen Fu, Badong Chen
2025 — conf
RPGCN: Relational Probabilistic Graphs for EEG-Based Emotion Mining.
ADMA (1)
Xinliang Zhou, Jianheng Zhou, Jiaping Xiao, Yingwei Zhang, Xiaoshuai Hao, Jing Wang, Badong Chen, Qingsong Wen
2025 J jnl
RSEA-MVGNN: Multi-view graph neural network with reliable structural enhancement and aggregation.
Inf. Fusion
Junyu Chen, Long Shi, Badong Chen
2025 A* conf
Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation.
ICML
Shuanghao Bai, Wanqi Zhou, Pengxiang Ding, Wei Zhao, Donglin Wang, Badong Chen
2025 J jnl
Rethinking Latent Representations in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation.
CoRR
Shuanghao Bai, Wanqi Zhou, Pengxiang Ding, Wei Zhao, Donglin Wang, Badong Chen
2025 J jnl
Robust Federated Learning: Maximum Correntropy Aggregation Against Byzantine Attacks.
IEEE Trans. Neural Networks Learn. Syst.
Zhirong Luan, Wenrui Li, Meiqin Liu, Badong Chen
2025 J jnl
Robust Model Parameter Identification and SOC Estimation for Li-Ion Batteries Considering Noisy Measurement.
IEEE Trans. Ind. Electron.
Peng Guo, Wentao Ma, Xinghua Liu, Badong Chen
2025 J jnl
Robust Semi-Supervised Deep Nonnegative Matrix Factorization With Constraint Propagation for Data Representation.
IEEE Trans. Big Data
Siyuan Peng, Jingxing Yin, Zhijing Yang, Feiping Nie, Badong Chen
2025 J jnl
Robust Sparse Bayesian Learning Based on Minimum Error Entropy for Noisy High-Dimensional Brain Activity Decoding.
CoRR
Yuanhao Li, Badong Chen, Wenjun Bai, Yasuharu Koike, Okito Yamashita
2025 J jnl
Robust State Estimation of Integrated Electric-Heat System Based on Physics-Guided Deep Learning With Maximum Correntropy Criterion.
IEEE Trans. Instrum. Meas.
Wentao Ma, Qi Yan, Peng Guo, Badong Chen
2025 J jnl
Scalable Min-Max Multi-View Spectral Clustering.
IEEE Trans. Knowl. Data Eng.
Ben Yang, Xuetao Zhang, Jinghan Wu, Feiping Nie, Fei Wang, Badong Chen
2025 J jnl
Scalable sparse bipartite graph factorization for multi-view clustering.
Expert Syst. Appl.
Jinghan Wu, Ben Yang, Shangzong Yang, Xuetao Zhang, Badong Chen
2025 J jnl
Self-Supervised High-Order Information Bottleneck Learning of Spiking Neural Network for Robust Event-Based Optical Flow Estimation.
IEEE Trans. Pattern Anal. Mach. Intell.
Shuangming Yang, Bernabé Linares-Barranco, Yuzhu Wu, Badong Chen
2025 J jnl
Sparse Bayesian correntropy learning for robust muscle activity reconstruction from noisy brain recordings.
Neural Networks
Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike, Okito Yamashita
2025 A* conf
Spiking Neural Networks with Temporal Attention-Guided Adaptive Fusion for imbalanced Multi-modal Learning.
ACM Multimedia
Jiangrong Shen, Yulin Xie, Qi Xu, Gang Pan, Huajin Tang, Badong Chen
2025 J jnl
Spiking Neural Networks with Temporal Attention-Guided Adaptive Fusion for imbalanced Multi-modal Learning.
CoRR
Jiangrong Shen, Yulin Xie, Qi Xu, Gang Pan, Huajin Tang, Badong Chen
2025 J jnl
Synergetic attention-driven transformer: A deep reinforcement learning approach for vehicle routing problems.
Expert Syst. Appl.
Qingshu Guan, Hui Cao, Lixin Jia, Dapeng Yan, Badong Chen
2025 J jnl
The Diagnosis Method of Major Depressive Disorder Using Wavelet Coherence and State-Pathology Separation Network.
IEEE Trans. Affect. Comput.
Guangming Wang, Yi Tao, Ning Wu, Rihui Li, Won Hee Lee, Zehong Cao, Xiangguo Yan, Badong Chen, Gang Wang
2025 J jnl
Towards Comprehensive Information-theoretic Multi-view Learning.
CoRR
Long Shi, Yunshan Ye, Wenjie Wang, Tao Lei, Yu Zhao, Gang Kou, Badong Chen
2025 J jnl
Towards a Unified Understanding of Robot Manipulation: A Comprehensive Survey.
CoRR
Shuanghao Bai, Wenxuan Song, Jiayi Chen, Yuheng Ji, Zhide Zhong, Jin Yang, Han Zhao, Wanqi Zhou, Wei Zhao, Zhe Li, Pengxiang Ding, Cheng Chi, Haoang Li, Chang Xu, Xiaolong Zheng, Donglin Wang, Shanghang Zhang, Badong Chen
2025 J jnl
Towards a robust multi-view information bottleneck using Cauchy-Schwarz divergence.
Inf. Fusion
Qi Zhang, Mingfei Lu, Jingmin Xin, Badong Chen
2025 J jnl
Two-Stream Dynamic Heterogeneous Graph Recurrent Neural Network for Multi-Label Multi-Modal Emotion Recognition.
IEEE Trans. Affect. Comput.
Jing Wang, Zhiyang Feng, Xiaojun Ning, Youfang Lin, Badong Chen, Ziyu Jia
2025 J jnl
Unbiased Euclidean Direction Search Algorithm for Partial Discharge Location in Cable Systems.
IEEE Trans. Instrum. Meas.
Jie Wang, Lu Lu, Guangya Zhu, Kai-Li Yin, Kai Zhou, Badong Chen
2025 J jnl
VCoT-Grasp: Grasp Foundation Models with Visual Chain-of-Thought Reasoning for Language-driven Grasp Generation.
CoRR
Haoran Zhang, Shuanghao Bai, Wanqi Zhou, Yuedi Zhang, Qi Zhang, Pengxiang Ding, Cheng Chi, Donglin Wang, Badong Chen
2025 J jnl
VFL+: Low-Coupling Vertical Federated Learning With Privileged Information Paradigm.
IEEE Trans. Emerg. Top. Comput. Intell.
Wei Dai, Teng Cui, Tong Zhang, Badong Chen
2025 J jnl
Variational Bayesian EnKF with generalized mixture correntropy loss based dynamic state estimation for DFIG.
Signal Process.
Wentao Ma, Haoxuan Shi, Chenyu Wang, Badong Chen
2025 J jnl
Weak-edge sample extension for enhancing unsupervised feature learning.
Neurocomputing
Yuehai Chen, Shanying Chen, Jing Yang, Yifei Xu, Badong Chen, Shaoyi Du, Yuewen Liu
2024 Misc conf
A Reconstruction-Based Feature Adaptation for Anomaly Detection with Self-Supervised Multi-Scale Aggregation.
ICASSP
Zuo Zuo, Zongze Wu, Badong Chen, Xiaopin Zhong
2024 J jnl
Anchor-graph regularized orthogonal concept factorization for document clustering.
Neurocomputing
Ben Yang, Zhiyuan Xue, Jinghan Wu, Xuetao Zhang, Feiping Nie, Badong Chen
2024 J jnl
Automatic Robotic Development through Collaborative Framework by Large Language Models.
CoRR
Zhirong Luan, Yujun Lai, Rundong Huang, Xiaruiqi Lan, Liangjun Chen, Badong Chen
2024 J jnl
BPI-GNN: Interpretable brain network-based psychiatric diagnosis and subtyping.
NeuroImage
Kaizhong Zheng, Shujian Yu, Liangjun Chen, Lujuan Dang, Badong Chen
2024 A conf
Byzantine Robust Aggregation in Federated Distillation with Adversaries.
ICDCS
Wenrui Li, Hanlin Gu, Sheng Wan, Zhirong Luan, Wei Xi, Lixin Fan, Qiang Yang, Badong Chen
2024 J jnl
CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis.
Neural Networks
Kaizhong Zheng, Shujian Yu, Badong Chen
2024 J jnl
Classification of Three Anesthesia Stages Based on Near-Infrared Spectroscopy Signals.
IEEE J. Biomed. Health Informatics
Zhian Liu, Lichengxi Si, Shaoxian Shi, Jing Li, Jing Zhu, Won Hee Lee, Sio-Long Lo, Xiangguo Yan, Badong Chen, Feng Fu, Yang Zheng, Gang Wang
2024 J jnl
Correntropy-Based Improper Likelihood Model for Robust Electrophysiological Source Imaging.
CoRR
Yuanhao Li, Badong Chen, Zhongxu Hu, Keita Suzuki, Wenjun Bai, Yasuharu Koike, Okito Yamashita
2024 J jnl
Differential Equation-Informed Neural Networks for State-of-Charge Estimation.
IEEE Trans. Instrum. Meas.
Lujuan Dang, Jinjie Yang, Meiqin Liu, Badong Chen
2024 J jnl
Discovering Common Information in Multi-view Data.
CoRR
Qi Zhang, Mingfei Lu, Shujian Yu, Jingmin Xin, Badong Chen
2024 J jnl
Discovering common information in multi-view data.
Inf. Fusion
Qi Zhang, Mingfei Lu, Shujian Yu, Jingmin Xin, Badong Chen
2024 J jnl
Discrete correntropy-based multi-view anchor-graph clustering.
Inf. Fusion
Ben Yang, Jinghan Wu, Xuetao Zhang, Xinhu Zheng, Feiping Nie, Badong Chen
2024 J jnl
EEG Decoding Based on Normalized Mutual Information for Motor Imagery Brain-Computer Interfaces.
IEEE Trans. Cogn. Dev. Syst.
Chao Tang, Dongyao Jiang, Lujuan Dang, Badong Chen
2024 C conf
EEG Emotion Recognition Based on Dynamic Graph Neural Networks.
ISCAS
Yi Guo, Chao Tang, Hao Wu, Badong Chen
2024 Misc conf
EEG Emotion Recognition Based on Dynamical Graph Attention Network.
ICASSP
Yi Guo, Chao Tang, Hao Wu, Badong Chen
2024 J jnl
Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks.
IEEE Trans. Neural Networks Learn. Syst.
Cunbo Li, Peiyang Li, Yangsong Zhang, Ning Li, Yajing Si, Fali Li, Zehong Cao, Huafu Chen, Badong Chen, Dezhong Yao, Peng Xu
2024 J jnl
Efficient correntropy-based multi-view clustering with alignment discretization.
Knowl. Based Syst.
Jinghan Wu, Ben Yang, Jiaying Liu, Xuetao Zhang, Zhiping Lin, Badong Chen
2024 J jnl
Enhanced Latent Multi-View Subspace Clustering.
IEEE Trans. Circuits Syst. Video Technol.
Long Shi, Lei Cao, Jun Wang, Badong Chen
2024 J jnl
Enhancing Adaptability of Restoration Strategy for Distribution Network: A Meta-Based Graph Reinforcement Learning Approach.
IEEE Internet Things J.
Bangji Fan, Xinghua Liu, Gaoxi Xiao, Xiang Yang, Badong Chen, Peng Wang
2024 J jnl
Error Loss Networks.
IEEE Trans. Neural Networks Learn. Syst.
Badong Chen, Yunfei Zheng, Pengju Ren
2024 J jnl
Fast correntropy-based multi-view clustering with prototype graph factorization.
Inf. Sci.
Ben Yang, Jinghan Wu, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen
2024 J jnl
Fast multi-view clustering via correntropy-based orthogonal concept factorization.
Neural Networks
Jinghan Wu, Ben Yang, Zhiyuan Xue, Xuetao Zhang, Zhiping Lin, Badong Chen
2024 J jnl
GNN-based multi-source domain prototype representation for cross-subject EEG emotion recognition.
Neurocomputing
Yi Guo, Chao Tang, Hao Wu, Badong Chen
2024 J jnl
Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications.
CoRR
Mingfei Lu, Shujian Yu, Robert Jenssen, Badong Chen
2024 J jnl
Generalized Trusted Multi-view Classification Framework with Hierarchical Opinion Aggregation.
CoRR
Long Shi, Chuanqing Tang, Huangyi Deng, Cai Xu, Lei Xing, Badong Chen
2024 J jnl
Generalized kernel maximum correntropy criterion with variable center: Formulation and performance analysis.
Signal Process.
Xinyan Hou, Haiquan Zhao, Xiaoqiang Long, Badong Chen
2024 J jnl
Generalized multikernel correntropy based broad learning system for robust regression.
Inf. Sci.
Yunfei Zheng, Shiyuan Wang, Badong Chen
2024 J jnl
Hierarchical Large Language Models in Cloud Edge End Architecture for Heterogeneous Robot Cluster Control.
CoRR
Zhirong Luan, Yujun Lai, Rundong Huang, Yan Yan, Jingwei Wang, Jizhou Lu, Badong Chen
2024 J jnl
IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction.
IEEE Trans. Cybern.
Jing Yang, Yuehai Chen, Shaoyi Du, Badong Chen, José C. Príncipe
2024 Misc conf
Improving Cross-Domain Few-Shot Classification with Multilayer Perceptron.
ICASSP
Shuanghao Bai, Wanqi Zhou, Zhirong Luan, Donglin Wang, Badong Chen
2024 J jnl
Incomplete Multi-View Clustering via Correntropy and Complement Consensus Learning.
IEEE Trans. Multim.
Lei Xing, Yawen Song, Badong Chen, Changyuan Yu, Jing Qin
2024 A* conf
Jacobian Regularizer-based Neural Granger Causality.
ICML
Wanqi Zhou, Shuanghao Bai, Shujian Yu, Qibin Zhao, Badong Chen
2024 J jnl
Jacobian Regularizer-based Neural Granger Causality.
CoRR
Wanqi Zhou, Shuanghao Bai, Shujian Yu, Qibin Zhao, Badong Chen
2024 J jnl
Learning Discriminative Features for Crowd Counting.
IEEE Trans. Image Process.
Yuehai Chen, Qingzhong Wang, Jing Yang, Badong Chen, Haoyi Xiong, Shaoyi Du
2024 — conf
MEG Channel Selection Using Copula Entropy-Based Transfer Entropy for Motor Imagery BCI.
EMBC
Chao Tang, Dongyao Jiang, Badong Chen
2024 J jnl
Matrix randomized autoencoder.
Pattern Recognit.
Shichen Zhang, Tianlei Wang, Jiuwen Cao, Wandong Zhang, Badong Chen
2024 J jnl
Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision.
Neurocomputing
Shuangming Yang, Qing He, Yao Lu, Badong Chen
2024 A* conf
Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration.
NeurIPS
Haowen Dou, Lujuan Dang, Zhirong Luan, Badong Chen
2024 J jnl
Motion segmentation with event camera: N-patches optical flow estimation and Pairwise Markov Random Fields.
Expert Syst. Appl.
Xinghua Liu, Yunan Zhao, Shiping Wen, Badong Chen, Shuzhi Sam Ge
2024 — conf
Multi-Granularity Sparse Relationship Matrix Prediction Network for End-to-End Scene Graph Generation.
ECCV (82)
Lei Wang, Zejian Yuan, Badong Chen
2024 J jnl
Nonlinear subspace clustering by functional link neural networks.
Appl. Soft Comput.
Long Shi, Lei Cao, Zhongpu Chen, Yu Zhao, Badong Chen
2024 J jnl
Nonlinear subspace clustering by functional link neural networks.
CoRR
Long Shi, Lei Cao, Zhongpu Chen, Badong Chen, Yu Zhao
2024 J jnl
On the adversarial robustness of generative autoencoders in the latent space.
Neural Comput. Appl.
Mingfei Lu, Badong Chen
2024 J jnl
Open-Set Recognition of Screen Defects With Negative-Guided Augmented Prototype Generator and Open Feature Generation.
IEEE Trans. Instrum. Meas.
Chaofan Zhou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen
2024 J jnl
P-Norm Based Subband Adaptive Filtering Algorithm: Performance Analysis and Improvements.
Circuits Syst. Signal Process.
Jianhong Ye, Yi Yu, Qiangming Cai, Tao Yu, Badong Chen
2024 J jnl
Photovoltaic Panel Defect Detection via Multiscale Siamese Convolutional Fusion Network With Information Bottleneck Theory.
IEEE Trans. Instrum. Meas.
Wentao Ma, Bin Chen, Bo Wang, Badong Chen
2024 Misc conf
Predicting RTMS Treatment Effects Using Open-Loop Control and Neural Manifold.
ICASSP
Hongyu Shi, Kaizhong Zheng, Huaning Wang, Baojuan Li, Badong Chen
2024 A* conf
Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation.
AAAI
Shuanghao Bai, Min Zhang, Wanqi Zhou, Siteng Huang, Zhirong Luan, Donglin Wang, Badong Chen
2024 J jnl
PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization.
CoRR
Haoran Zhang, Shuanghao Bai, Wanqi Zhou, Jingwen Fu, Badong Chen
2024 J jnl
RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation.
CoRR
Junyu Chen, Long Shi, Badong Chen
2024 — conf
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection.
ECCV (50)
Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen, Xuguang Lan
2024 J jnl
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection.
CoRR
Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen, Xuguang Lan
2024 J jnl
Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective.
CoRR
Wanqi Zhou, Shuanghao Bai, Qibin Zhao, Badong Chen
2024 J jnl
Robust spectral embedded bilateral orthogonal concept factorization for clustering.
Pattern Recognit.
Ben Yang, Jinghan Wu, Yu Zhou, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen
2024 J jnl
Robust tensor ring-based graph completion for incomplete multi-view clustering.
Inf. Fusion
Lei Xing, Badong Chen, Changyuan Yu, Jing Qin
2024 J jnl
SIBoLS: Robust and Energy-Efficient Learning for Spike-Based Machine Intelligence in Information Bottleneck Framework.
IEEE Trans. Cogn. Dev. Syst.
Shuangming Yang, Haowen Wang, Badong Chen
2024 A* conf
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement.
CVPR
Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen
2024 J jnl
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement.
CoRR
Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen
2024 J jnl
Shallow Inception Domain Adaptation Network for EEG-Based Motor Imagery Classification.
IEEE Trans. Cogn. Dev. Syst.
Xiuyu Huang, Kup-Sze Choi, Nan Zhou, Yuanpeng Zhang, Badong Chen, Witold Pedrycz
2024 — conf
Soft Prompt Generation for Domain Generalization.
ECCV (3)
Shuanghao Bai, Yuedi Zhang, Wanqi Zhou, Zhirong Luan, Badong Chen
2024 J jnl
Soft Prompt Generation for Domain Generalization.
CoRR
Shuanghao Bai, Yuedi Zhang, Wanqi Zhou, Zhirong Luan, Badong Chen
2024 J jnl
Sparse Bayesian Correntropy Learning for Robust Muscle Activity Reconstruction from Noisy Brain Recordings.
CoRR
Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike, Okito Yamashita
2024 J jnl
Tensor-based Graph Learning with Consistency and Specificity for Multi-view Clustering.
CoRR
Long Shi, Lei Cao, Yunshan Ye, Yu Zhao, Badong Chen
2024 J jnl
Unbiased scene graph generation via head-tail cooperative network with self-supervised learning.
Image Vis. Comput.
Lei Wang, Zejian Yuan, Yao Lu, Badong Chen
2023 J jnl
A graph-based two-stage classification network for mobile screen defect inspection.
Frontiers Inf. Technol. Electron. Eng.
Chaofan Zhou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen
2023 B conf
Adaptive sparseness for correntropy-based robust regression via automatic relevance determination.
IJCNN
Yuanhao Li, Badong Chen, Okito Yamashita, Natsue Yoshimura, Yasuharu Koike
2023 J jnl
Adaptive sparseness for correntropy-based robust regression via automatic relevance determination.
CoRR
Yuanhao Li, Badong Chen, Okito Yamashita, Natsue Yoshimura, Yasuharu Koike
2023 J jnl
An Efficient Parameter Optimization of Maximum Correntropy Criterion.
IEEE Signal Process. Lett.
Long Shi, Lu Shen, Badong Chen
2023 J jnl
CANet: Contextual Information and Spatial Attention Based Network for Detecting Small Defects in Manufacturing Industry.
Pattern Recognit.
Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen
2023 J jnl
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis.
CoRR
Kaizhong Zheng, Shujian Yu, Badong Chen
2023 J jnl
Correntropy-Based Logistic Regression With Automatic Relevance Determination for Robust Sparse Brain Activity Decoding.
IEEE Trans. Biomed. Eng.
Yuanhao Li, Badong Chen, Yuxi Shi, Natsue Yoshimura, Yasuharu Koike
2023 J jnl
Correntropy-Based Low-Rank Matrix Factorization With Constraint Graph Learning for Image Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Nan Zhou, Kup-Sze Choi, Badong Chen, Yuanhua Du, Jun Liu, Yangyang Xu
2023 J jnl
Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation.
IEEE Trans. Circuits Syst. Video Technol.
Yuehai Chen, Jing Yang, Badong Chen, Shaoyi Du
2023 J jnl
Cubic B-Spline-Based Feature Tracking for Visual-Inertial Odometry With Event Camera.
IEEE Trans. Instrum. Meas.
Xinghua Liu, Hanjun Xue, Xiang Gao, Han Liu, Badong Chen, Shuzhi Sam Ge
2023 J jnl
Distributed optimization for consensus performance of delayed fractional-order double-integrator multi-agent systems.
Neurocomputing
Jun Liu, Nan Zhou, Kaiyu Qin, Badong Chen, Yonghong Wu, Kup-Sze Choi
2023 — conf
DynBrainGNN: Towards Spatio-Temporal Interpretable Graph Neural Network Based on Dynamic Brain Connectome for Psychiatric Diagnosis.
MLMI@MICCAI (2)
Kaizhong Zheng, Bin Ma, Badong Chen
2023 J jnl
ECCA: Efficient Correntropy-Based Clustering Algorithm With Orthogonal Concept Factorization.
IEEE Trans. Neural Networks Learn. Syst.
Ben Yang, Xuetao Zhang, Feiping Nie, Badong Chen, Fei Wang, Zhixiong Nan, Nanning Zheng
2023 J jnl
Enhanced Latent Multi-view Subspace Clustering.
CoRR
Long Shi, Lei Cao, Jun Wang, Badong Chen
2023 J jnl
Event-triggered consensus control based on maximum correntropy criterion for discrete-time multi-agent systems.
Neurocomputing
Jun Liu, Guobin Yang, Nan Zhou, Kaiyu Qin, Badong Chen, Yonghong Wu, Kup-Sze Choi
2023 J jnl
Few-Shot Classification of Screen Defects With Class-Agnostic Mask and Context-Based Classifier.
IEEE Trans. Instrum. Meas.
Chaofan Zhou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen
2023 J jnl
Gate Recurrent Unit Network based on Hilbert-Schmidt Independence Criterion for State-of-Health Estimation.
CoRR
Ziyue Huang, Lujuan Dang, Yuqing Xie, Wentao Ma, Badong Chen
2023 J jnl
Head-Tail Cooperative Learning Network for Unbiased Scene Graph Generation.
CoRR
Lei Wang, Zejian Yuan, Yao Lu, Badong Chen
2023 — conf
Hierarchical Large Language Models in Cloud-Edge-End Architecture for Heterogeneous Robot Cluster Control.
ISCAI
Zhirong Luan, Yujun Lai, Rundong Huang, Yan Yan, Jingwei Wang, Jizhou Lu, Badong Chen
2023 J jnl
Hypergraph based semi-supervised symmetric nonnegative matrix factorization for image clustering.
Pattern Recognit.
Jingxing Yin, Siyuan Peng, Zhijing Yang, Badong Chen, Zhiping Lin
2023 J jnl
Identification of Hammerstein Systems with Random Fourier Features and Kernel Risk Sensitive Loss.
Neural Process. Lett.
Yunfei Zheng, Shiyuan Wang, Badong Chen
2023 — conf
Identification of Predictive Subnetwork for Brain Network-Based Psychiatric Diagnosis: An Information-Theoretic Perspective.
ICASSP Workshops
Kaizhong Zheng, Shujian Yu, Badong Chen
2023 J jnl
Improving Cross-domain Few-shot Classification with Multilayer Perceptron.
CoRR
Shuanghao Bai, Wanqi Zhou, Zhirong Luan, Donglin Wang, Badong Chen
2023 A* conf
Learning to Generate an Unbiased Scene Graph by Using Attribute-Guided Predicate Features.
AAAI
Lei Wang, Zejian Yuan, Badong Chen
2023 J jnl
Mixture correntropy based robust multi-view K-means clustering.
Knowl. Based Syst.
Lei Xing, Haiquan Zhao, Zhiping Lin, Badong Chen
2023 J jnl
Multi-scale attention and dilation network for small defect detection.
Pattern Recognit. Lett.
Xinyuan Xiang, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen
2023 J jnl
Multikernel correntropy based robust least squares one-class support vector machine.
Neurocomputing
Yunfei Zheng, Shiyuan Wang, Badong Chen
2023 J jnl
Multiview Clustering via Hypergraph Induced Semi-Supervised Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol.
Siyuan Peng, Jingxing Yin, Zhijing Yang, Badong Chen, Zhiping Lin
2023 J jnl
On the Adversarial Robustness of Generative Autoencoders in the Latent Space.
CoRR
Mingfei Lu, Badong Chen
2023 — conf
Optimal Subband Adaptive Filtering Algorithm Over Functional Link Neural Network.
MLSP
Jianhong Ye, Yi Yu, Badong Chen, Zongsheng Zheng
2023 J jnl
Partial Discharge Location Algorithm Based on Total Least-Squares With Matérn Kernel in Cable Systems.
IEEE Trans. Ind. Informatics
Lu Lu, Kai Zhou, Guangya Zhu, Xiaomin Yang, Badong Chen
2023 J jnl
Personalized gait trajectory generation based on anthropometric features using Random Forest.
J. Ambient Intell. Humaniz. Comput.
Shixin Ren, Weiqun Wang, Zeng-Guang Hou, Badong Chen, Xu Liang, Jiaxing Wang, Liang Peng
2023 J jnl
Prompt-based Distribution Alignment for Unsupervised Domain Adaptation.
CoRR
Shuanghao Bai, Min Zhang, Wanqi Zhou, Siteng Huang, Zhirong Luan, Donglin Wang, Badong Chen
2023 J jnl
Quantized minimum error entropy with fiducial points for robust regression.
Neural Networks
Yunfei Zheng, Shiyuan Wang, Badong Chen
2023 J jnl
Robust Dynamic State Estimation for DFIG via the Generalized Maximum Correntropy Criterion Ensemble Kalman Filter.
IEEE Trans. Instrum. Meas.
Wentao Ma, Chenyu Wang, Lujuan Dang, Xinyu Zhang, Badong Chen
2023 J jnl
Robust anchor-based multi-view clustering via spectral embedded concept factorization.
Neurocomputing
Ben Yang, Jinghan Wu, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen
2023 J jnl
Robust kernel adaptive filtering for nonlinear time series prediction.
Signal Process.
Long Shi, Jinghua Tan, Jun Wang, Qing Li, Lu Lu, Badong Chen
2023 J jnl
Robust one-class classification with support vector data description and mixed exponential loss function.
Eng. Appl. Artif. Intell.
Yunfei Zheng, Shiyuan Wang, Badong Chen
2023 J jnl
SNIB: Improving Spike-Based Machine Learning Using Nonlinear Information Bottleneck.
IEEE Trans. Syst. Man Cybern. Syst.
Shuangming Yang, Badong Chen
2023 Misc conf
Sequential Invariant Information Bottleneck.
ICASSP
Yichen Zhang, Shujian Yu, Badong Chen
2023 J jnl
Special issue on smart healthcare: artificial intelligence in biomedicine.
J. Ambient Intell. Humaniz. Comput.
Nan Liu, Badong Chen, José C. Príncipe
2023 J jnl
Tolerating Annotation Displacement in Dense Object Counting via Point Annotation Probability Map.
IEEE Trans. Image Process.
Yuehai Chen, Jing Yang, Badong Chen, Shaoyi Du, Gang Hua
2023 Misc conf
Towards a More Stable and General Subgraph Information Bottleneck.
ICASSP
Hongzhi Liu, Kaizhong Zheng, Shujian Yu, Badong Chen
2022 — conf
3D-MBNet: Intention Based Multimodal Vehicle Trajectory Prediction with 3D Social Convolution.
ITSC
Shengqi Wang, Yuhao Huang, Miao Kang, Badong Chen, Nanning Zheng
2022 J jnl
A Novel Robust Kalman Filtering Framework Based on Normal-Skew Mixture Distribution.
IEEE Trans. Syst. Man Cybern. Syst.
Mingming Bai, Yulong Huang, Badong Chen, Yonggang Zhang
2022 — conf
Adversarial Training for the Adversarial Robustness of EEG-Based Brain-Computer Interfaces.
MLSP
Yunhuan Li, Xi Yu, Shujian Yu, Badong Chen
2022 J jnl
An Adaptive Rapidly-Exploring Random Tree.
IEEE CAA J. Autom. Sinica
Binghui Li, Badong Chen
2022 J jnl
An Efficient Distributed Kalman Filter Over Sensor Networks With Maximum Correntropy Criterion.
IEEE Trans. Signal Inf. Process. over Networks
Chen Hu, Badong Chen
2022 J jnl
Asymmetric Correntropy for Robust Adaptive Filtering.
IEEE Trans. Circuits Syst. II Express Briefs
Badong Chen, Yuqing Xie, Zhuang Li, Yingsong Li, Pengju Ren
2022 J jnl
Augmented Nonlinear Least Squares Estimation With Applications to Localization.
IEEE Trans. Aerosp. Electron. Syst.
Qin Li, Jian Lan, Le Zhang, Badong Chen, Kaijian Zhu
2022 J jnl
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck.
CoRR
Kaizhong Zheng, Shujian Yu, Baojuan Li, Robert Jenssen, Badong Chen
2022 J jnl
Cascaded Random Fourier Filter for Robust Nonlinear Active Noise Control.
IEEE ACM Trans. Audio Speech Lang. Process.
Yingying Zhu, Haiquan Zhao, Xiaoqiong He, Zeliang Shu, Badong Chen
2022 J jnl
Causality detection with matrix-based transfer entropy.
Inf. Sci.
Wanqi Zhou, Shujian Yu, Badong Chen
2022 J jnl
Complementary mean square deviation and stability analyses of the widely linear recursive least squares algorithm.
Digit. Signal Process.
Long Shi, Lu Shen, Badong Chen
2022 J jnl
Correntropy based semi-supervised concept factorization with adaptive neighbors for clustering.
Neural Networks
Siyuan Peng, Zhijing Yang, Feiping Nie, Badong Chen, Zhiping Lin
2022 J jnl
Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding.
CoRR
Yuanhao Li, Badong Chen, Yuxi Shi, Natsue Yoshimura, Yasuharu Koike
2022 J jnl
Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation.
CoRR
Yuehai Chen, Jing Yang, Badong Chen, Shaoyi Du
2022 J jnl
Cubature Kalman Filter Under Minimum Error Entropy With Fiducial Points for INS/GPS Integration.
IEEE CAA J. Autom. Sinica
Lujuan Dang, Badong Chen, Yulong Huang, Yonggang Zhang, Haiquan Zhao
2022 J jnl
Dual Extended Kalman Filter Under Minimum Error Entropy With Fiducial Points.
IEEE Trans. Syst. Man Cybern. Syst.
Lujuan Dang, Badong Chen, Yili Xia, Jian Lan, Meiqin Liu
2022 J jnl
Dual semi-supervised convex nonnegative matrix factorization for data representation.
Inf. Sci.
Siyuan Peng, Zhijing Yang, Bingo Wing-Kuen Ling, Badong Chen, Zhiping Lin
2022 J jnl
Efficient and Robust MultiView Clustering With Anchor Graph Regularization.
IEEE Trans. Circuits Syst. Video Technol.
Ben Yang, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen, Fei Wang
2022 J jnl
Efficient correntropy-based multi-view clustering with anchor graph embedding.
Neural Networks
Ben Yang, Xuetao Zhang, Badong Chen, Feiping Nie, Zhiping Lin, Zhixiong Nan
2022 J jnl
Feature-Specific Denoising of Neural Activity for Natural Image Identification.
IEEE Trans. Cogn. Dev. Syst.
Hao Wu, Nanning Zheng, Badong Chen
2022 — conf
General Robust Subband Adaptive Filtering for Echo Cancellation.
MLSP
Yi Yu, Hongsen He, Rodrigo C. de Lamare, Badong Chen
2022 J jnl
General Robust Subband Adaptive Filtering: Algorithms and Applications.
IEEE ACM Trans. Audio Speech Lang. Process.
Yi Yu, Hongsen He, Rodrigo C. de Lamare, Badong Chen
2022 — conf
Lightweight Generative Adversarial Networks Based on Ghost Module.
RCAR
Xinyuan Xiang, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen
2022 J jnl
Mixture Correntropy-Based Kernel Extreme Learning Machines.
IEEE Trans. Neural Networks Learn. Syst.
Yunfei Zheng, Badong Chen, Shiyuan Wang, Weiqun Wang, Wei Qin
2022 Misc conf
Multi-View Information Bottleneck Without Variational Approximation.
ICASSP
Qi Zhang, Shujian Yu, Jingmin Xin, Badong Chen
2022 J jnl
Multi-view Information Bottleneck Without Variational Approximation.
CoRR
Qi Zhang, Shujian Yu, Jingmin Xin, Badong Chen
2022 J jnl
Multikernel Correntropy for Robust Learning.
IEEE Trans. Cybern.
Badong Chen, Yuqing Xie, Xin Wang, Zejian Yuan, Pengju Ren, Jing Qin
2022 — conf
Orthogonal Maximum Correntropy Learning.
MLSP
Mingfei Lu, Badong Chen
2022 J jnl
Perturbation of Spike Timing Benefits Neural Network Performance on Similarity Search.
IEEE Trans. Neural Networks Learn. Syst.
Ziru Wang, Jiawen Liu, Yongqiang Ma, Badong Chen, Nanning Zheng, Pengju Ren
2022 J jnl
Region-aware network: Model human's Top-Down visual perception mechanism for crowd counting.
Neural Networks
Yuehai Chen, Jing Yang, Dong Zhang, Kun Zhang, Badong Chen, Shaoyi Du
2022 J jnl
Restricted Minimum Error Entropy Criterion for Robust Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike
2022 J jnl
Robust Sparsity-Aware RLS Algorithms With Jointly-Optimized Parameters Against Impulsive Noise.
IEEE Signal Process. Lett.
Yi Yu, Lu Lu, Yuriy V. Zakharov, Rodrigo C. de Lamare, Badong Chen
2022 J jnl
Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion.
Entropy
Shuangming Yang, Jiangtong Tan, Badong Chen
2022 J jnl
Robust stable iterated unscented Kalman filter based on maximum correntropy criterion.
Autom.
Haiquan Zhao, Boyu Tian, Badong Chen
2022 J jnl
Robust strong tracking unscented Kalman filter for non-linear systems with unknown inputs.
IET Signal Process.
Xinghua Liu, Jianwei Guan, Rui Jiang, Xiang Gao, Badong Chen, Shuzhi Sam Ge
2022 J jnl
Square Root Unscented Kalman Filter With Modified Measurement for Dynamic State Estimation of Power Systems.
IEEE Trans. Instrum. Meas.
Lujuan Dang, Wanli Wang, Badong Chen
2022 J jnl
Study of General Robust Subband Adaptive Filtering.
CoRR
Yi Yu, Hongsen He, Rodrigo C. de Lamare, Badong Chen
2022 J jnl
Study of Robust Sparsity-Aware RLS algorithms with Jointly-Optimized Parameters for Impulsive Noise Environments.
CoRR
Yi Yu, Lu Lu, Yuriy Zakharov, Rodrigo Caiado de Lamare, Badong Chen
2022 J jnl
Transductive Semisupervised Deep Hashing.
IEEE Trans. Neural Networks Learn. Syst.
Weiwei Shi, Yihong Gong, Badong Chen, Xinhong Hei
2021 J jnl
2-D Learned Proximal Gradient Algorithm for Fast Sparse Matrix Recovery.
IEEE Trans. Circuits Syst. II Express Briefs
Chengzhu Yang, Yuantao Gu, Badong Chen, Hongbing Ma, Hing Cheung So
2021 J jnl
A survey on active noise control in the past decade - Part I: Linear systems.
Signal Process.
Lu Lu, Kai-Li Yin, Rodrigo C. de Lamare, Zongsheng Zheng, Yi Yu, Xiaomin Yang, Badong Chen
2021 J jnl
A survey on active noise control in the past decade-Part II: Nonlinear systems.
Signal Process.
Lu Lu, Kaili Yin, Rodrigo C. de Lamare, Zongsheng Zheng, Yi Yu, Xiaomin Yang, Badong Chen
2021 J jnl
A survey on active noise control techniques - Part I: Linear systems.
CoRR
Lu Lu, Kai-Li Yin, Rodrigo C. de Lamare, Zongsheng Zheng, Yi Yu, Xiaomin Yang, Badong Chen
2021 J jnl
A survey on active noise control techniques - Part II: Nonlinear systems.
CoRR
Lu Lu, Kai-Li Yin, Rodrigo C. de Lamare, Zongsheng Zheng, Yi Yu, Xiaomin Yang, Badong Chen
2021 J jnl
Affine-Projection Lorentzian Algorithm for Vehicle Hands-Free Echo Cancellation.
IEEE Trans. Veh. Technol.
Xinqi Huang, Yingsong Li, Yuriy V. Zakharov, Yibing Li, Badong Chen
2021 J jnl
An Encoding Framework With Brain Inner State for Natural Image Identification.
IEEE Trans. Cogn. Dev. Syst.
Hao Wu, Ziyu Zhu, Jiayi Wang, Nanning Zheng, Badong Chen
2021 J jnl
Associations between MSE and SSIM as cost functions in linear decomposition with application to bit allocation for sparse coding.
Neurocomputing
Jianji Wang, Pei Chen, Nanning Zheng, Badong Chen, José C. Príncipe, Fei-Yue Wang
2021 J jnl
Broad Learning System Based on Maximum Correntropy Criterion.
IEEE Trans. Neural Networks Learn. Syst.
Yunfei Zheng, Badong Chen, Shiyuan Wang, Weiqun Wang
2021 J jnl
Correntropy-Based Multiview Subspace Clustering.
IEEE Trans. Cybern.
Lei Xing, Badong Chen, Shaoyi Du, Yuantao Gu, Nanning Zheng
2021 J jnl
Effects of Outliers on the Maximum Correntropy Estimation: A Robustness Analysis.
IEEE Trans. Syst. Man Cybern. Syst.
Badong Chen, Lei Xing, Haiquan Zhao, Shaoyi Du, José C. Príncipe
2021 J jnl
Error Loss Networks.
CoRR
Badong Chen, Yunfei Zheng, Pengju Ren
2021 J jnl
Fixed-Point Minimum Error Entropy With Sparsity Penalty Constraints.
IEEE Trans. Circuits Syst. II Express Briefs
Jianxing Li, Yuqing Xie, Lujuan Dang, Chengtian Song, Badong Chen
2021 J jnl
Joint UAVs' Load Balancing and UEs' Data Rate Fairness Optimization by Diffusion UAV Deployment Algorithm in Multi-UAV Networks.
Entropy
Zhirong Luan, Hongtao Jia, Ping Wang, Rong Jia, Badong Chen
2021 J jnl
Linear and Nonlinear Regression-Based Maximum Correntropy Extended Kalman Filtering.
IEEE Trans. Syst. Man Cybern. Syst.
Xi Liu, Zhigang Ren, Hongqiang Lyu, Zhihong Jiang, Pengju Ren, Badong Chen
2021 J jnl
Minimum Error Entropy Kalman Filter.
IEEE Trans. Syst. Man Cybern. Syst.
Badong Chen, Lujuan Dang, Yuantao Gu, Nanning Zheng, José C. Príncipe
2021 J jnl
Multi-style learning for adaptation of perception intelligence in home service robots.
Pattern Recognit. Lett.
Qi Wang, Senlin Zhang, Weihua Sheng, Badong Chen, Meiqin Liu
2021 J jnl
Numerically stable minimum error entropy Kalman filter.
Signal Process.
Gang Wang, Badong Chen, Xinyue Yang, Bei Peng, Zhenyu Feng
2021 J jnl
Online robust echo state broad learning system.
Neurocomputing
Yu Guo, Xiaoxiao Yang, Yinuo Wang, Fei Wang, Badong Chen
2021 J jnl
Partial Maximum Correntropy Regression for Robust Trajectory Decoding from Noisy Epidural Electrocorticographic Signals.
CoRR
Yuanhao Li, Badong Chen, Gang Wang, Natsue Yoshimura, Yasuharu Koike
2021 J jnl
Point Set Registration With Similarity and Affine Transformations Based on Bidirectional KMPE Loss.
IEEE Trans. Cybern.
Yang Yang, Dandan Fan, Shaoyi Du, Muyi Wang, Badong Chen, Yue Gao
2021 J jnl
Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning.
IEEE Trans. Ind. Electron.
Weiqun Wang, Weiguo Shi, Zeng-Guang Hou, Badong Chen, Xu Liang, Shixin Ren, Jiaxing Wang, Liang Peng
2021 J jnl
Region-Aware Network: Model Human's Top-Down Visual Perception Mechanism for Crowd Counting.
CoRR
Yuehai Chen, Jing Yang, Dong Zhang, Kun Zhang, Badong Chen, Shaoyi Du
2021 J jnl
Robust High-Order Manifold Constrained Low Rank Representation for Subspace Clustering.
IEEE Trans. Circuits Syst. Video Technol.
Lei Xing, Badong Chen, Jianji Wang, Shaoyi Du, Jiuwen Cao
2021 A* conf
Robust Motion Averaging under Maximum Correntropy Criterion.
ICRA
Jihua Zhu, Jie Hu, Huimin Lu, Badong Chen, Zhongyu Li, Yaochen Li
2021 Misc conf
Robust Pose Estimation Based on Maximum Correntropy Criterion.
AIAI
Qian Zhang, Badong Chen
2021 J jnl
Robust semi-supervised nonnegative matrix factorization for image clustering.
Pattern Recognit.
Siyuan Peng, Wee Ser, Badong Chen, Zhiping Lin
2020 J jnl
A New Robust Kalman Filter With Adaptive Estimate of Time-Varying Measurement Bias.
IEEE Signal Process. Lett.
Yulong Huang, Guangle Jia, Badong Chen, Yonggang Zhang
2020 J jnl
A Separable Maximum Correntropy Adaptive Algorithm.
IEEE Trans. Circuits Syst.
Wanlu Shi, Yingsong Li, Badong Chen
2020 J jnl
Accurate Pedestrian Detection by Human Pose Regression.
IEEE Trans. Image Process.
Yun Zhao, Zejian Yuan, Badong Chen
2020 J jnl
Adaptive filtering with quantized minimum error entropy criterion.
Signal Process.
Zhuang Li, Lei Xing, Badong Chen
2020 J jnl
Augmented Space Linear Models.
IEEE Trans. Signal Process.
Zhengda Qin, Badong Chen, Nanning Zheng, José C. Príncipe
2020 J jnl
Common Spatial Patterns Based on the Quantized Minimum Error Entropy Criterion.
IEEE Trans. Syst. Man Cybern. Syst.
Badong Chen, Yuanhao Li, Jiyao Dong, Na Lu, Jing Qin
2020 J jnl
Diffusion adaptation framework for compressive sensing reconstruction.
Signal Process.
Yicong He, Fei Wang, Shiyuan Wang, Badong Chen
2020 J jnl
EMG-Based Gestures Classification Using a Mixed-Signal Neuromorphic Processing System.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Yongqiang Ma, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri, Elisa Donati
2020 J jnl
Fixed-Point Minimum Error Entropy With Fiducial Points.
IEEE Trans. Signal Process.
Yuqing Xie, Yingsong Li, Yuantao Gu, Jiuwen Cao, Badong Chen
2020 J jnl
Learning Proximal Operator Methods for Nonconvex Sparse Recovery with Theoretical Guarantee.
IEEE Trans. Signal Process.
Chengzhu Yang, Yuantao Gu, Badong Chen, Hongbing Ma, Hing Cheung So
2020 J jnl
M-Estimate Based Normalized Subband Adaptive Filter Algorithm: Performance Analysis and Improvements.
IEEE ACM Trans. Audio Speech Lang. Process.
Yi Yu, Hongsen He, Badong Chen, Jianghui Li, Youwen Zhang, Lu Lu
2020 — conf
MI3DNet: A Compact CNN for Motor Imagery EEG Classification with Visualizable Dense Layer Parameters.
EMBC
Qihang Yang, Xuan Zhang, Badong Chen
2020 J jnl
Maximum Correntropy Criterion-Based Robust Semisupervised Concept Factorization for Image Representation.
IEEE Trans. Neural Networks Learn. Syst.
Nan Zhou, Badong Chen, Yuanhua Du, Tao Jiang, Jun Liu, Yangyang Xu
2020 — conf
Neuromorphic Implementation of a Recurrent Neural Network for EMG Classification.
AICAS
Yongqiang Ma, Elisa Donati, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri
2020 J jnl
Probability Density Rank-Based Quantization for Convex Universal Learning Machines.
IEEE Trans. Neural Networks Learn. Syst.
Zhengda Qin, Badong Chen, Yuantao Gu, Nanning Zheng, José C. Príncipe
2020 J jnl
Regularized correntropy criterion based semi-supervised ELM.
Neural Networks
Jie Yang, Jiuwen Cao, Tianlei Wang, Anke Xue, Badong Chen
2020 J jnl
Robust Generalized Maximum Correntropy Criterion Algorithms for Active Noise Control.
IEEE ACM Trans. Audio Speech Lang. Process.
Yingying Zhu, Haiquan Zhao, Xiangping Zeng, Badong Chen
2020 J jnl
Robust Matrix Completion via Maximum Correntropy Criterion and Half-Quadratic Optimization.
IEEE Trans. Signal Process.
Yicong He, Fei Wang, Yingsong Li, Jing Qin, Badong Chen
2020 J jnl
Robust Motion Averaging under MaximumCorrentropy Criterion.
CoRR
Jihua Zhu, Jie Hu, Zhongyu Li, Badong Chen
2020 J jnl
Robust Power System State Estimation With Minimum Error Entropy Unscented Kalman Filter.
IEEE Trans. Instrum. Meas.
Lujuan Dang, Badong Chen, Shiyuan Wang, Wentao Ma, Pengju Ren
2020 B conf
Robust Sparse Channel Estimation Based on Maximum Mixture Correntropy Criterion.
IJCNN
Mingfei Lu, Lei Xing, Nanning Zheng, Badong Chen
2020 J jnl
Robust nonnegative matrix factorization with local coordinate constraint for image clustering.
Eng. Appl. Artif. Intell.
Siyuan Peng, Wee Ser, Badong Chen, Lei Sun, Zhiping Lin
2020 J jnl
Robust orthogonal nonnegative matrix tri-factorization for data representation.
Knowl. Based Syst.
Siyuan Peng, Wee Ser, Badong Chen, Zhiping Lin
2020 J jnl
Robust rigid registration algorithm based on pointwise correspondence and correntropy.
Pattern Recognit. Lett.
Shaoyi Du, Guanglin Xu, Sirui Zhang, Xuetao Zhang, Yue Gao, Badong Chen
2020 J jnl
Sparsity Constrained Recursive Generalized Maximum Correntropy Criterion With Variable Center Algorithm.
IEEE Trans. Circuits Syst.
Quan Sun, Hong Zhang, Xiaofei Wang, Wentao Ma, Badong Chen
2020 J jnl
Training Cascade Compact CNN With Region-IoU for Accurate Pedestrian Detection.
IEEE Trans. Intell. Transp. Syst.
Yun Zhao, Zejian Yuan, Badong Chen
2020 J jnl
Variable Step-Size Widely Linear Complex-Valued Affine Projection Algorithm and Performance Analysis.
IEEE Trans. Signal Process.
Long Shi, Haiquan Zhao, Yuriy V. Zakharov, Badong Chen, Yaoru Yang
2019 J jnl
A Novel Brain Decoding Method: A Correlation Network Framework for Revealing Brain Connections.
IEEE Trans. Cogn. Dev. Syst.
Si-yu Yu, Nanning Zheng, Yongqiang Ma, Hao Wu, Badong Chen
2019 J jnl
A Novel Prognostic Approach for RUL Estimation With Evolving Joint Prediction of Continuous and Discrete States.
IEEE Trans. Ind. Informatics
Rong-Jing Bao, Hai-Jun Rong, Zhi-Xin Yang, Badong Chen
2019 Misc conf
An Enhanced Hierarchical Extreme Learning Machine with Random Sparse Matrix Based Autoencoder.
ICASSP
Tianlei Wang, Xiaoping Lai, Jiuwen Cao, Chi-Man Vong, Badong Chen
2019 J jnl
An encoding framework with brain inner state for natural image identification.
CoRR
Hao Wu, Ziyu Zhu, Jiayi Wang, Nanning Zheng, Badong Chen
2019 J jnl
Asymmetric Correntropy for Robust Adaptive Filtering.
CoRR
Badong Chen, Zhuang Li, Yingsong Li, Pengju Ren
2019 J jnl
Blocked Maximum Correntropy Criterion Algorithm for Cluster-Sparse System Identifications.
IEEE Trans. Circuits Syst. II Express Briefs
Yingsong Li, Zhengxiong Jiang, Wanlu Shi, Xiao Han, Badong Chen
2019 J jnl
Brain-Inspired Cognitive Model With Attention for Self-Driving Cars.
IEEE Trans. Cogn. Dev. Syst.
Shi-tao Chen, Songyi Zhang, Jinghao Shang, Badong Chen, Nanning Zheng
2019 J jnl
Broad Learning System Based on Maximum Correntropy Criterion.
CoRR
Yunfei Zheng, Badong Chen, Shiyuan Wang, Weiqun Wang
2019 C conf
Dual Graph Regularized Sparse Nonnegative Matrix Factorization for Data Representation.
ISCAS
Siyuan Peng, Wee Ser, Zhiping Lin, Badong Chen
2019 Misc conf
Exploring Brain Effective Connectivity in Visual Perception Using a Hierarchical Correlation Network.
AIAI
Si-yu Yu, Nanning Zheng, Hao Wu, Ming Du, Badong Chen
2019 J jnl
Extreme Learning Machine With Affine Transformation Inputs in an Activation Function.
IEEE Trans. Neural Networks Learn. Syst.
Jiuwen Cao, Kai Zhang, Hongwei Yong, Xiaoping Lai, Badong Chen, Zhiping Lin
2019 J jnl
Functional Source Separation for EEG-fMRI Fusion: Application to Steady-State Visual Evoked Potentials.
Frontiers Neurorobotics
Hong Ji, Badong Chen, Nathan M. Petro, Zejian Yuan, Nanning Zheng, Andreas Keil
2019 J jnl
Granger Causality Analysis Based on Quantized Minimum Error Entropy Criterion.
IEEE Signal Process. Lett.
Badong Chen, Rongjin Ma, Si-yu Yu, Shaoyi Du, Jing Qin
2019 J jnl
Kernel Kalman Filtering With Conditional Embedding and Maximum Correntropy Criterion.
IEEE Trans. Circuits Syst. I Regul. Pap.
Lujuan Dang, Badong Chen, Shiyuan Wang, Yuantao Gu, José C. Príncipe
2019 J jnl
Linear Kalman Filtering Algorithm With Noisy Control Input Variable.
IEEE Trans. Circuits Syst. II Express Briefs
Wentao Ma, Jinzhe Qiu, Junli Liang, Badong Chen
2019 J jnl
Maximum Correntropy Criterion With Variable Center.
IEEE Signal Process. Lett.
Badong Chen, Xin Wang, Yingsong Li, José C. Príncipe
2019 J jnl
Maximum Correntropy Criterion with Variable Center.
CoRR
Badong Chen, Xin Wang, Yingsong Li, José C. Príncipe
2019 J jnl
Maximum Correntropy Criterion-Based Sparse Subspace Learning for Unsupervised Feature Selection.
IEEE Trans. Circuits Syst. Video Technol.
Nan Zhou, Yangyang Xu, Hong Cheng, Zejian Yuan, Badong Chen
2019 J jnl
Maximum Total Correntropy Diffusion Adaptation Over Networks With Noisy Links.
IEEE Trans. Circuits Syst. II Express Briefs
Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen
2019 J jnl
Maximum correntropy adaptation approach for robust compressive sensing reconstruction.
Inf. Sci.
Yicong He, Fei Wang, Shiyuan Wang, Jiuwen Cao, Badong Chen
2019 J jnl
Minimum Error Entropy Kalman Filter.
CoRR
Badong Chen, Lujuan Dang, Yuantao Gu, Nanning Zheng, José C. Príncipe
2019 — conf
Mixed-Norm Based Broad Learning System for EEG Classification.
EMBC
Yunfei Zheng, Xuemei Qin, Zhengkai Xi, Badong Chen
2019 J jnl
Multi-Kernel Correntropy for Robust Learning.
CoRR
Badong Chen, Xin Wang, Zejian Yuan, Pengju Ren, Jing Qin
2019 J jnl
Quantized Minimum Error Entropy Criterion.
IEEE Trans. Neural Networks Learn. Syst.
Badong Chen, Lei Xing, Nanning Zheng, José C. Príncipe
2019 J jnl
RGB-D point cloud registration via infrared and color camera.
Multim. Tools Appl.
Teng Wan, Shaoyi Du, Yiting Xu, Guanglin Xu, Zuoyong Li, Badong Chen, Yue Gao
2019 J jnl
Robust High-Order Manifold Constrained Sparse Principal Component Analysis for Image Representation.
IEEE Trans. Circuits Syst. Video Technol.
Nan Zhou, Hong Cheng, Jing Qin, Yuanhua Du, Badong Chen
2019 J jnl
Robust Logistic Regression against Attribute and Label Outliers via Information Theoretic Learning.
CoRR
Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike
2019 J jnl
Robust Matrix Completion via Maximum Correntropy Criterion and Half Quadratic Optimization.
CoRR
Yicong He, Fei Wang, Yingsong Li, Jing Qin, Badong Chen
2019 J jnl
Robust Normalized Least Mean Absolute Third Algorithms.
IEEE Access
Kui Xiong, Shiyuan Wang, Badong Chen
2019 J jnl
Unscented Kalman Filter With Generalized Correntropy Loss for Robust Power System Forecasting-Aided State Estimation.
IEEE Trans. Ind. Informatics
Wentao Ma, Jinzhe Qiu, Xinghua Liu, Gaoxi Xiao, Jiandong Duan, Badong Chen
2019 J jnl
Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees.
IEEE Trans. Signal Process.
Chengzhu Yang, Xinyue Shen, Hongbing Ma, Badong Chen, Yuantao Gu, Hing Cheung So
2018 B conf
A Unified Framework of Random Feature KLMS Algorithms and Convergence Analysis.
IJCNN
Jiyao Dong, Yunfei Zheng, Badong Chen
2018 J jnl
A contralateral channel guided model for EEG based motor imagery classification.
Biomed. Signal Process. Control.
Lei Sun, Zuren Feng, Badong Chen, Na Lu
2018 J jnl
A novel spiking neural network of receptive field encoding with groups of neurons decision.
Frontiers Inf. Technol. Electron. Eng.
Yongqiang Ma, Ziru Wang, Si-yu Yu, Badong Chen, Nanning Zheng, Pengju Ren
2018 — conf
An Incremental Self-Learning Algorithm with Robustness against Impulsive Noise.
HPCC/SmartCity/DSS
Rong-Jing Bao, Hai-Jun Rong, Jing Yang, Badong Chen
2018 J jnl
An intelligent propagation distance estimation algorithm based on fundamental frequency energy distribution for periodic vibration localization.
J. Frankl. Inst.
Jiuwen Cao, Tianlei Wang, Luming Shang, Xiaoping Lai, Chi-Man Vong, Badong Chen
2018 B conf
Augmented Space Linear Model.
IJCNN
Zhengda Qin, Badong Chen, Nanning Zheng, José C. Príncipe
2018 J jnl
Augmented Space Linear Model.
CoRR
Zhengda Qin, Badong Chen, Nanning Zheng, José C. Príncipe
2018 J jnl
Bias compensated zero attracting normalized least mean square adaptive filter and its performance analysis.
Signal Process.
Wenyuan Wang, Haiquan Zhao, Badong Chen
2018 J jnl
Bias-compensated normalized maximum correntropy criterion algorithm for system identification with noisy input.
Signal Process.
Wentao Ma, Dongqiao Zheng, Yuanhao Li, Zhiyu Zhang, Badong Chen
2018 B conf
Building Correspondence Based on Matching Triangles for Partial Registration.
SMC
Yiting Xu, Shaoyi Du, Teng Wan, Yang Yang, Badong Chen, Yue Gao
2018 — conf
Causality Analysis based on Matrix Transfer Entropy.
MLSP
Rongjin Ma, Badong Chen, Jianfeng Xiao, Jingli Shao
2018 J jnl
Chebyshev Functional Link Artificial Neural Network Based on Correntropy Induced Metric.
Neural Process. Lett.
Wentao Ma, Jiandong Duan, Haiquan Zhao, Badong Chen
2018 J jnl
Consistency-aware Shading Orders Selective Fusion for Intrinsic Image Decomposition.
CoRR
Yuanliu Liu, Ang Li, Zejian Yuan, Badong Chen, Nanning Zheng
2018 J jnl
Convergence analysis of nonlinear Kalman filters with novel innovation-based method.
Neurocomputing
Shiyuan Wang, Wanli Wang, Badong Chen, Chi K. Tse
2018 J jnl
Correntropy Based Divided Difference Filtering for the Positioning of Ships.
Sensors
Xi Liu, Badong Chen, Shiyuan Wang, Shaoyi Du
2018 J jnl
Correntropy based graph regularized concept factorization for clustering.
Neurocomputing
Siyuan Peng, Wee Ser, Badong Chen, Lei Sun, Zhiping Lin
2018 J jnl
Correntropy-Based Evolving Fuzzy Neural System.
IEEE Trans. Fuzzy Syst.
Rong-Jing Bao, Hai-Jun Rong, Plamen P. Angelov, Badong Chen, Pak-Kin Wong
2018 J jnl
Deep Weighted Extreme Learning Machine.
Cogn. Comput.
Tianlei Wang, Jiuwen Cao, Xiaoping Lai, Badong Chen
2018 J jnl
Exploiting the categorical reliability difference for binary classification.
J. Frankl. Inst.
Lei Sun, Kar-Ann Toh, Badong Chen, Zhiping Lin
2018 J jnl
Fairness constrained diffusion adaptive power control for dense small cell network.
Telecommun. Syst.
Zhirong Luan, Hua Qu, Ji-hong Zhao, Badong Chen, José C. Príncipe
2018 J jnl
Frequent Itemsets Mining With Differential Privacy Over Large-Scale Data.
IEEE Access
Xinyu Xiong, Fei Chen, Peizhi Huang, Miaomiao Tian, Xiaofang Hu, Badong Chen, Jing Qin
2018 B conf
Generalized Maximum Correntropy-Based Echo State Network for Robust Nonlinear System Identification.
IJCNN
Changhao Zhang, Yu Guo, Fei Wang, Badong Chen
2018 B conf
Incremental Adaptive EEG Classification of Motor Imagery-based BCI.
IJCNN
Hai-Jun Rong, Changjun Li, Rong-Jing Bao, Badong Chen
2018 J jnl
Insights Into the Robustness of Minimum Error Entropy Estimation.
IEEE Trans. Neural Networks Learn. Syst.
Badong Chen, Lei Xing, Bin Xu, Haiquan Zhao, José C. Príncipe
2018 — conf
Kernel Adaptive Hammerstein Filter.
EUSIPCO
Yunfei Zheng, Jiyao Dong, Wentao Ma, Badong Chen
2018 J jnl
Kernel Online Learning Algorithm With Scale Adaptation.
IEEE Trans. Circuits Syst. II Express Briefs
Shiyuan Wang, Lujuan Dang, Badong Chen, Chengxiu Ling, Lidan Wang, Shukai Duan
2018 J jnl
Kernel recursive generalized mixed norm algorithm.
J. Frankl. Inst.
Wentao Ma, Xinyu Qiu, Jiandong Duan, Yingsong Li, Badong Chen
2018 J jnl
Maximum Total Correntropy Diffusion Adaptation over Networks with Noisy Links.
CoRR
Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen
2018 J jnl
Mixture correntropy for robust learning.
Pattern Recognit.
Badong Chen, Xin Wang, Na Lu, Shiyuan Wang, Jiuwen Cao, Jing Qin
2018 J jnl
Multivariate Correlation Entropy and Law Discovery in Large Data Sets.
IEEE Intell. Syst.
Jianji Wang, Nanning Zheng, Badong Chen, Pei Chen, Shi-tao Chen, Ziyi Liu, Fei-Yue Wang, Bao Xi
2018 J jnl
Online Recorded Data-Based Composite Neural Control of Strict-Feedback Systems With Application to Hypersonic Flight Dynamics.
IEEE Trans. Neural Networks Learn. Syst.
Bin Xu, Daipeng Yang, Zhongke Shi, Yongping Pan, Badong Chen, Fuchun Sun
2018 B conf
Precise Point Set Registration Using Point-to-Plane Distance and Correntropy for LiDAR Based Localization.
Intelligent Vehicles Symposium
Guanglin Xu, Shaoyi Du, Dixiao Cui, Sirui Zhang, Badong Chen, Xuetao Zhang, Jianru Xue, Yue Gao
2018 B conf
Precise Point Set Registration with Color Assisted and Correntropy for 3D Reconstruction.
SMC
Teng Wan, Shaoyi Du, Yiting Xu, Guanglin Xu, Yang Yang, Yue Gao, Badong Chen
2018 J jnl
Proportionate NLMS With Unbiasedness Criterion for Sparse System Identification in the Presence of Input and Output Noises.
IEEE Trans. Circuits Syst. II Express Briefs
Wentao Ma, Dongqiao Zheng, Xiangqian Tong, Zhiyu Zhang, Badong Chen
2018 J jnl
Random Fourier Filters Under Maximum Correntropy Criterion.
IEEE Trans. Circuits Syst. I Regul. Pap.
Shiyuan Wang, Lujuan Dang, Badong Chen, Shukai Duan, Lidan Wang, Chi K. Tse
2018 J jnl
Reconstruction of Visual Image From Functional Magnetic Resonance Imaging Using Spiking Neuron Model.
IEEE Trans. Cogn. Dev. Syst.
Yongqiang Ma, Hao Wu, Mengjiao Zhu, Pengju Ren, Nanning Zheng, Badong Chen
2018 J jnl
Remaining Useful Life Estimation of Aero-Engines with Self-Joint Prediction of Continuous and Discrete States.
CoRR
Rong-Jing Bao, Hai-Jun Rong, Zhi-Xin Yang, Badong Chen
2018 J jnl
Robust Adaptive Algorithm for Smart Antenna System With α-Stable Noise.
IEEE Trans. Circuits Syst. II Express Briefs
Lu Lu, Haiquan Zhao, Badong Chen
2018 J jnl
Robust Constrained Adaptive Filtering Under Minimum Error Entropy Criterion.
IEEE Trans. Circuits Syst. II Express Briefs
Siyuan Peng, Wee Ser, Badong Chen, Lei Sun, Zhiping Lin
2018 J jnl
Robust Learning With Kernel Mean p-Power Error Loss.
IEEE Trans. Cybern.
Badong Chen, Lei Xing, Xin Wang, Jing Qin, Nanning Zheng
2018 B conf
Robust Locality Preserving Projection Based on Kernel Risk-Sensitive Loss.
IJCNN
Lei Xing, Yunqi Mi, Yuanhao Li, Badong Chen
2018 J jnl
Robust Matching Pursuit Extreme Learning Machines.
Sci. Program.
Zejian Yuan, Xin Wang, Jiuwen Cao, Haiquan Zhao, Badong Chen
2018 J jnl
Robust proportionate adaptive filter based on maximum correntropy criterion for sparse system identification in impulsive noise environments.
Signal Image Video Process.
Wentao Ma, Dongqiao Zheng, Zhiyu Zhang, Jiandong Duan, Badong Chen
2018 C conf
Robust sparse nonnegative matrix factorization based on maximum correntropy criterion.
ISCAS
Siyuan Peng, Wee Ser, Zhiping Lin, Badong Chen
2018 J jnl
Set-membership improved normalised subband adaptive filter algorithms for acoustic echo cancellation.
IET Signal Process.
Yi Yu, Haiquan Zhao, Badong Chen
2018 J jnl
Sparse Normalized Least Mean Absolute Deviation Algorithm Based on Unbiasedness Criterion for System Identification With Noisy Input.
IEEE Access
Wentao Ma, Ning Li, Yuanhao Li, Jiandong Duan, Badong Chen
2018 J jnl
Sparse Recursive Least Mean p-Power Extreme Learning Machine for Regression.
IEEE Access
Jing Yang, Yi Xu, Hai-Jun Rong, Shaoyi Du, Badong Chen
2018 J jnl
Sparse Support Matrix Machine.
Pattern Recognit.
Qingqing Zheng, Fengyuan Zhu, Jing Qin, Badong Chen, Pheng-Ann Heng
2017 J jnl
A Novel Brain Decoding Method: a Correlation Network Framework for Revealing Brain Connections.
CoRR
Si-yu Yu, Nanning Zheng, Yongqiang Ma, Hao Wu, Badong Chen
2017 J jnl
A correntropy inspired variable step-size sign algorithm against impulsive noises.
Signal Process.
Weihua Wang, Ji-hong Zhao, Hua Qu, Badong Chen
2017 J jnl
Associations among Image Assessments as Cost Functions in Linear Decomposition: MSE, SSIM, and Correlation Coefficient.
CoRR
Jianji Wang, Nanning Zheng, Badong Chen, José C. Príncipe
2017 C conf
Bias-compensated normalized least mean absolute deviation algorithm with noisy input.
FUSION
Wentao Ma, Dongqiao Zheng, Zhiyu Zhang, Badong Chen
2017 J jnl
Brain Inspired Cognitive Model with Attention for Self-Driving Cars.
CoRR
Shi-tao Chen, Songyi Zhang, Jinghao Shang, Badong Chen, Nanning Zheng
2017 J jnl
Building Up a Robust Risk Mathematical Platform to Predict Colorectal Cancer.
Complex.
Le Zhang, Chunqiu Zheng, Tian Li, Lei Xing, Han Zeng, Tingting Li, Huan Yang, Jia Cao, Badong Chen, Ziyuan Zhou
2017 J jnl
Constrained maximum correntropy adaptive filtering.
Signal Process.
Siyuan Peng, Badong Chen, Lei Sun, Wee Ser, Zhiping Lin
2017 J jnl
Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng
2017 — conf
Correntropy induced metric based common spatial patterns.
MLSP
Jiyao Dong, Badong Chen, Na Lu, Haixian Wang, Nanning Zheng
2017 J jnl
Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets.
IEEE Trans. Neural Networks Learn. Syst.
Shengyu Nan, Lei Sun, Badong Chen, Zhiping Lin, Kar-Ann Toh
2017 J jnl
Diffusion Adaptation Framework for Compressive Sensing Reconstruction.
CoRR
Yicong He, Fei Wang, Shiyuan Wang, Badong Chen
2017 J jnl
Disturbance Observer Based Composite Learning Fuzzy Control of Nonlinear Systems with Unknown Dead Zone.
IEEE Trans. Syst. Man Cybern. Syst.
Bin Xu, Fuchun Sun, Yongping Pan, Badong Chen
2017 J jnl
Exemplar-Guided Similarity Learning on Polynomial Kernel Feature Map for Person Re-identification.
Int. J. Comput. Vis.
Dapeng Chen, Zejian Yuan, Jingdong Wang, Badong Chen, Gang Hua, Nanning Zheng
2017 J jnl
General Mixed-Norm-Based Diffusion Adaptive Filtering Algorithm for Distributed Estimation Over Network.
IEEE Access
Wentao Ma, Jiandong Duan, Weishi Man, Junli Liang, Badong Chen
2017 J jnl
Hybrid-augmented intelligence: collaboration and cognition.
Frontiers Inf. Technol. Electron. Eng.
Nanning Zheng, Ziyi Liu, Pengju Ren, Yongqiang Ma, Shi-tao Chen, Si-yu Yu, Jianru Xue, Badong Chen, Fei-Yue Wang
2017 J jnl
Improved affine projection subband adaptive filter for high background noise environments.
Signal Process.
Haiquan Zhao, Zongsheng Zheng, Zhongyu Wang, Badong Chen
2017 J jnl
Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering.
IEEE Trans. Signal Process.
Badong Chen, Lei Xing, Bin Xu, Haiquan Zhao, Nanning Zheng, José C. Príncipe
2017 Misc conf
Kernel least mean square based on conjugate gradient.
ICASSP
Siyuan Peng, Zongze Wu, Wentao Ma, Badong Chen
2017 J jnl
Maximum Correntropy Adaptive Filtering Approach for Robust Compressive Sensing Reconstruction.
CoRR
Yicong He, Fei Wang, Shiyuan Wang, Jiuwen Cao, Badong Chen
2017 J jnl
Maximum Correntropy Kalman Filter With State Constraints.
IEEE Access
Xi Liu, Badong Chen, Haiquan Zhao, Jing Qin, Jiuwen Cao
2017 J jnl
Maximum correntropy Kalman filter.
Autom.
Badong Chen, Xi Liu, Haiquan Zhao, José C. Príncipe
2017 J jnl
Maximum correntropy unscented filter.
Int. J. Syst. Sci.
Xi Liu, Badong Chen, Bin Xu, Zongze Wu, Paul Honeine
2017 J jnl
Maximum total correntropy adaptive filtering against heavy-tailed noises.
Signal Process.
Fei Wang, Yicong He, Shiyuan Wang, Badong Chen
2017 J jnl
Quantized Minimum Error Entropy Criterion.
CoRR
Badong Chen, Lei Xing, Nanning Zheng, José C. Príncipe
2017 C conf
Quaternion least mean kurtosis algorithm for adaptive filtering of 3D and 4D signal processes.
FUSION
Tao Chen, Badong Chen, Wentao Ma, Lei Sun
2017 B conf
Random fourier feature kernel recursive least squares.
IJCNN
Zhengda Qin, Badong Chen, Nanning Zheng
2017 J jnl
Recursive least mean p-power Extreme Learning Machine.
Neural Networks
Jing Yang, Feng Ye, Hai-Jun Rong, Badong Chen
2017 B conf
Robust 2D point set matching with Kernel mean P-power error loss.
SMC
Yang Yang, Weile Chen, Badong Chen, Shaoyi Du, Lei Xiong
2017 J jnl
Robust Adaptive Volterra Filter Under Maximum Correntropy Criteria in Impulsive Environments.
Circuits Syst. Signal Process.
Wenyuan Wang, Haiquan Zhao, Badong Chen
2017 J jnl
Robust echo state networks based on correntropy induced loss function.
Neurocomputing
Yu Guo, Fei Wang, Badong Chen, Jingmin Xin
2017 J jnl
Robust kernel adaptive filters based on mean p-power error for noisy chaotic time series prediction.
Eng. Appl. Artif. Intell.
Wentao Ma, Jiandong Duan, Weishi Man, Haiquan Zhao, Badong Chen
2017 J jnl
State space least p-power filter.
Digit. Signal Process.
Xi Liu, Badong Chen, Jiuwen Cao, Bin Xu, Haiquan Zhao
2017 J jnl
State space maximum correntropy filter.
Signal Process.
Xi Liu, Hua Qu, Ji-hong Zhao, Badong Chen
2017 Misc conf
Steady-state mean square performance of a sparsified kernel least mean square algorithm.
ICASSP
Badong Chen, Zhengda Qin, Lei Sun
2016 J jnl
A New Normalized Subband Adaptive Filter Algorithm with Individual Variable Step Sizes.
Circuits Syst. Signal Process.
Yi Yu, Haiquan Zhao, Badong Chen
2016 J jnl
A Novel Normalized Sign Algorithm for System Identification Under Impulsive Noise Interference.
Circuits Syst. Signal Process.
Lu Lu, Haiquan Zhao, Kan Li, Badong Chen
2016 B conf
A dictionary based survival error compensation for robust adaptive filtering.
IJCNN
Lei Sun, Badong Chen, Jie Yang, Ronghua Zhou, Qing Nie, Aihua Wang
2016 Misc conf
A parameter-free Cauchy-Schwartz information measure for independent component analysis.
ICASSP
Lei Sun, Badong Chen, Kar-Ann Toh, Zhiping Lin
2016 C conf
A reconfigurable parallel FPGA accelerator for the adapt-then-combine diffusion LMS algorithm.
ISCAS
Qihang Yu, Yongqiang Ma, Badong Chen, José Carlos Príncipe, Nanning Zheng, Pengju Ren
2016 J jnl
A robust band-dependent variable step size NSAF algorithm against impulsive noises.
Signal Process.
Yi Yu, Haiquan Zhao, Zhengyou He, Badong Chen
2016 B conf
ADMM for maximum correntropy criterion.
IJCNN
Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng
2016 — conf
Adaptive convex combination filter under minimum error entropy criterion.
DSP
Siyuan Peng, Zongze Wu, Yajing Zhou, Badong Chen
2016 J jnl
Collaborative adaptive Volterra filters for nonlinear system identification in
J. Frankl. Inst.
Lu Lu, Haiquan Zhao, Badong Chen
2016 J jnl
Convex regularized recursive maximum correntropy algorithm.
Signal Process.
Xie Zhang, Kaixin Li, Zongze Wu, Yuli Fu, Haiquan Zhao, Badong Chen
2016 J jnl
Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing.
CoRR
Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng
2016 J jnl
Correntropy induced joint power and admission control algorithm for dense small cell network.
IET Commun.
Zhirong Luan, Hua Qu, Ji-hong Zhao, Badong Chen, José C. Príncipe
2016 J jnl
Decentralized Dimensionality Reduction for Distributed Tensor Data Across Sensor Networks.
IEEE Trans. Neural Networks Learn. Syst.
Junli Liang, Guoyang Yu, Badong Chen, Minghua Zhao
2016 B conf
Density-dependent quantized kernel least mean square.
IJCNN
Bao Xi, Lei Sun, Badong Chen, Jianji Wang, Nanning Zheng, José C. Príncipe
2016 — conf
Developing a robust colorectal cancer (CRC) risk predictive model with the big genetic and environment related CRC data.
BIBM
Chunqiu Zheng, Lei Xing, Tian Li, Tingting Li, Huan Yang, Jia Cao, Badong Chen, Ziyuan Zhou, Le Zhang
2016 J jnl
Diffusion maximum correntropy criterion algorithms for robust distributed estimation.
Digit. Signal Process.
Wentao Ma, Badong Chen, Jiandong Duan, Haiquan Zhao
2016 J jnl
Efficient and robust deep learning with Correntropy-induced loss function.
Neural Comput. Appl.
Liangjun Chen, Hua Qu, Ji-hong Zhao, Badong Chen, José Carlos Príncipe
2016 B conf
Extended Kalman filter under maximum correntropy criterion.
IJCNN
Xi Liu, Hua Qu, Ji-hong Zhao, Badong Chen
2016 J jnl
Generalized Correntropy for Robust Adaptive Filtering.
IEEE Trans. Signal Process.
Badong Chen, Lei Xing, Haiquan Zhao, Nanning Zheng, José C. Príncipe
2016 J jnl
Improved functional link artificial neural network via convex combination for nonlinear active noise control.
Appl. Soft Comput.
Haiquan Zhao, Xiangping Zeng, Zhengyou He, Shujian Yu, Badong Chen
2016 J jnl
Improved-Variable-Forgetting-Factor Recursive Algorithm Based on the Logarithmic Cost for Volterra System Identification.
IEEE Trans. Circuits Syst. II Express Briefs
Lu Lu, Haiquan Zhao, Badong Chen
2016 J jnl
Insights into Entropy as a Measure of Multivariate Variability.
Entropy
Badong Chen, Jianji Wang, Haiquan Zhao, José C. Príncipe
2016 J jnl
KLMAT: A Kernel Least Mean Absolute Third Algorithm.
CoRR
Lu Lu, Haiquan Zhao, Badong Chen
2016 — conf
Kernel adaptive filtering subject to equality function constraints.
EUSIPCO
Badong Chen, Zhengda Qin, Nanning Zheng, José C. Príncipe
2016 B conf
Kernel adaptive filtering under generalized Maximum Correntropy Criterion.
IJCNN
Yicong He, Fei Wang, Jing Yang, Hai-Jun Rong, Badong Chen
2016 J jnl
Kernel least mean square with adaptive kernel size.
Neurocomputing
Badong Chen, Junli Liang, Nanning Zheng, José C. Príncipe
2016 B conf
Least mean p-power extreme learning machine for obstacle avoidance of a mobile robot.
IJCNN
Jing Yang, Pengpeng Chen, Hai-Jun Rong, Badong Chen
2016 J jnl
Low Complexity Distributed Max-Throughput Algorithm for User Association in Heterogeneous Network.
Wirel. Pers. Commun.
Zhirong Luan, Hua Qu, Ji-hong Zhao, Badong Chen
2016 B conf
Multiple adaptive kernel size KLMS for Beijing PM2.5 prediction.
IJCNN
Zheng Cao, Shujian Yu, Guibiao Xu, Badong Chen, José C. Príncipe
2016 J jnl
Robust Learning with Kernel Mean p-Power Error Loss.
CoRR
Badong Chen, Lei Xing, Xin Wang, Jing Qin, Nanning Zheng
2016 J jnl
Robust MIMO radar target localization via nonconvex optimization.
Signal Process.
Junli Liang, Dong Wang, Li Su, Badong Chen, Hing-Cheung Chen, Hing Cheung So
2016 J jnl
Self-organizing kernel adaptive filtering.
EURASIP J. Adv. Signal Process.
Songlin Zhao, Badong Chen, Zheng Cao, Pingping Zhu, José C. Príncipe
2016 — conf
Sex Difference of Saccade Patterns in Emotional Facial Expression Recognition.
ICCSIP
Yaohui Han, Badong Chen, Xuetao Zhang
2016 A* conf
Similarity Learning with Spatial Constraints for Person Re-identification.
CVPR
Dapeng Chen, Zejian Yuan, Badong Chen, Nanning Zheng
2016 J jnl
Sparse Least Logarithmic Absolute Difference Algorithm with Correntropy-Induced Metric Penalty.
Circuits Syst. Signal Process.
Wentao Ma, Badong Chen, Haiquan Zhao, Guan Gui, Jiandong Duan, José C. Príncipe
2016 J jnl
Sparse least mean p-power algorithms for channel estimation in the presence of impulsive noise.
Signal Image Video Process.
Wentao Ma, Badong Chen, Hua Qu, Ji-hong Zhao
2016 J jnl
Sparse normalized subband adaptive filter algorithm with
J. Frankl. Inst.
Yi Yu, Haiquan Zhao, Badong Chen
2016 J jnl
Steady-state mean-square-deviation analysis of the sign subband adaptive filter algorithm.
Signal Process.
Yi Yu, Haiquan Zhao, Badong Chen
2016 J jnl
Two Improved Normalized Subband Adaptive Filter Algorithms with Good Robustness Against Impulsive Interferences.
Circuits Syst. Signal Process.
Yi Yu, Haiquan Zhao, Badong Chen, Zhengyou He
2015 — conf
A 128-way FPGA platform for the acceleration of KLMS algorithm.
ASP-DAC
Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren
2015 — conf
A dictionary updating scheme incorporating words elimination into Quantized Kernel Least-Mean-Squares for changing environments.
DSP
Lei Sun, Badong Chen, Shengyu Nan, Zhiping Lin, Kar-Ann Toh
2015 — conf
A real-time permutation entropy computation for EEG signals.
ASP-DAC
Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren
2015 — conf
A reconfigurable parallel FPGA accelerator for the kernel affine projection algorithm.
DSP
Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren
2015 B conf
A switch kernel width method of correntropy for channel estimation.
IJCNN
Weihua Wang, Ji-hong Zhao, Hua Qu, Badong Chen, José C. Príncipe
2015 B conf
A variable step-size adaptive algorithm under maximum correntropy criterion.
IJCNN
Ren Wang, Badong Chen, Nanning Zheng, José C. Príncipe
2015 J jnl
Adaptive recursive algorithm with logarithmic transformation for nonlinear system identification in α-stable noise.
Digit. Signal Process.
Haiquan Zhao, Lu Lu, Zhengyou He, Badong Chen
2015 — conf
An adaptive kernel width update method of correntropy for channel estimation.
DSP
Weihua Wang, Ji-hong Zhao, Hua Qu, Badong Chen, José C. Príncipe
2015 J jnl
Convergence of a Fixed-Point Algorithm under Maximum Correntropy Criterion.
IEEE Signal Process. Lett.
Badong Chen, Jianji Wang, Haiquan Zhao, Nanning Zheng, José C. Príncipe
2015 J jnl
Convergence of a Fixed-Point Minimum Error Entropy Algorithm.
Entropy
Yu Zhang, Badong Chen, Xi Liu, Zejian Yuan, José C. Príncipe
2015 B conf
Exponential C-Loss for data fitting.
IJCNN
Badong Chen, Ren Wang, Nanning Zheng, José C. Príncipe
2015 J jnl
Generalized Correntropy for Robust Adaptive Filtering.
CoRR
Badong Chen, Lei Xing, Haiquan Zhao, Nanning Zheng, José C. Príncipe
2015 A* conf
Illumination Robust Color Naming via Label Propagation.
ICCV
Yuanliu Liu, Zejian Yuan, Badong Chen, Jianru Xue, Nanning Zheng
2015 J jnl
Kernel recursive maximum correntropy.
Signal Process.
Zongze Wu, Jiahao Shi, Xie Zhang, Wentao Ma, Badong Chen
2015 — conf
Long-term scalp epileptic EEG quantification with GMA dynamics.
EMBC
Hong Ji, Mehrnaz Khodam Hazrati, Badong Chen, Yonghong Liu, Andreas Keil, José C. Príncipe
2015 J jnl
Maximum Correntropy Kalman Filter.
CoRR
Badong Chen, Xi Liu, Haiquan Zhao, José C. Príncipe
2015 J jnl
Maximum correntropy criterion based sparse adaptive filtering algorithms for robust channel estimation under non-Gaussian environments.
CoRR
Wentao Ma, Hua Qu, Guan Gui, Li Xu, Ji-hong Zhao, Badong Chen
2015 J jnl
Maximum correntropy criterion based sparse adaptive filtering algorithms for robust channel estimation under non-Gaussian environments.
J. Frankl. Inst.
Wentao Ma, Hua Qu, Guan Gui, Li Xu, Ji-hong Zhao, Badong Chen
2015 J jnl
Minimum Error Entropy Algorithms with Sparsity Penalty Constraints.
Entropy
Zongze Wu, Siyuan Peng, Wentao Ma, Badong Chen, José C. Príncipe
2015 B conf
On initial convergence behavior of the kernel least mean square algorithm.
IJCNN
Badong Chen, Ren Wang, Nanning Zheng, José C. Príncipe
2015 J jnl
Proportionate Minimum Error Entropy Algorithm for Sparse System Identification.
Entropy
Zongze Wu, Siyuan Peng, Badong Chen, Haiquan Zhao, José C. Príncipe
2015 — conf
Risk-sensitive loss in kernel space for robust adaptive filtering.
DSP
Badong Chen, Ren Wang
2015 J jnl
Robust Adaptive Sparse Channel Estimation in the Presence of Impulsive Noises.
CoRR
Guan Gui, Li Xu, Wentao Ma, Badong Chen
2015 J jnl
Robust Hammerstein Adaptive Filtering under Maximum Correntropy Criterion.
Entropy
Zongze Wu, Siyuan Peng, Badong Chen, Haiquan Zhao
2015 — conf
Robust adaptive sparse channel estimation in the presence of impulsive noises.
DSP
Guan Gui, Li Xu, Wentao Ma, Badong Chen
2015 J jnl
Robust diffusion maximum correntropy criterion algorithm for distributed network estimation.
CoRR
Wentao Ma, Hua Qu, Badong Chen, Ji-hong Zhao, Jiandong Duan
2015 J jnl
Sequential extreme learning machine incorporating survival error potential.
Neurocomputing
Lei Sun, Badong Chen, Kar-Ann Toh, Zhiping Lin
2015 J jnl
Set-membership versions of improved normalized subband adaptive filter algorithm for highly noisy system.
CoRR
Yi Yu, Haiquan Zhao, Badong Chen
2015 J jnl
Smoothed least mean p-power error criterion for adaptive filtering.
Digit. Signal Process.
Badong Chen, Lei Xing, Zongze Wu, Junli Liang, José C. Príncipe, Nanning Zheng
2015 J jnl
Sparseness-Controlled Proportionate Affine Projection Sign Algorithms for Acoustic Echo Cancellation.
Circuits Syst. Signal Process.
Yi Yu, Haiquan Zhao, Badong Chen
2015 J jnl
Sparsity Aware Normalized Least Mean p-power Algorithms with Correntropy Induced Metric Penalty.
CoRR
Wentao Ma, Hua Qu, Ji-hong Zhao, Badong Chen, Guan Gui
2015 Misc conf
Sparsity aware minimum error entropy algorithms.
ICASSP
Wentao Ma, Hua Qu, Ji-hong Zhao, Badong Chen, José C. Príncipe
2015 — conf
Sparsity aware normalized least mean p-power algorithms with correntropy induced metric penalty.
DSP
Wentao Ma, Hua Qu, Ji-hong Zhao, Badong Chen, Guan Gui
2015 — ch.
Theoretical Methods in Machine Learning.
Handbook of Computational Intelligence
Badong Chen, Weifeng Liu, José C. Príncipe
2015 — conf
Trimmed diffusion least mean squares for distributed estimation.
DSP
Hong Ji, Xiaohan Yang, Badong Chen
2015 J jnl
Two improved normalized subband adaptive filter algorithms with good robustness against impulsive interferences.
CoRR
Yi Yu, Haiquan Zhao, Badong Chen, Zhengyou He
2015 J jnl
Universal Approximation with Convex Optimization: Gimmick or Reality? [Discussion Forum].
IEEE Comput. Intell. Mag.
José C. Príncipe, Badong Chen
2015 J jnl
Variable-mixing parameter quantized kernel robust mixed-norm algorithms for combating impulsive interference.
CoRR
Lu Lu, Haiquan Zhao, Badong Chen
2015 C conf
fMRI Visual Image Reconstruction Using Sparse Logistic Regression with a Tunable Regularization Parameter.
KSEM
Hao Wu, Jiayi Wang, Badong Chen, Nanning Zheng
2014 J jnl
A Note on the W-S Lower Bound of the MEE Estimation.
Entropy
Badong Chen, Guangmin Wang, Nanning Zheng, José C. Príncipe
2014 — conf
A reconfigurable parallel acceleration platform for evaluation of permutation entropy.
EMBC
Xiaowei Ren, Pengju Ren, Badong Chen, José C. Príncipe, Nanning Zheng
2014 J jnl
An Extended Result on the Optimal Estimation Under the Minimum Error Entropy Criterion.
Entropy
Badong Chen, Guangmin Wang, Nanning Zheng, José C. Príncipe
2014 J jnl
An Extended Result on the Optimal Estimation under Minimum Error Entropy Criterion.
CoRR
Badong Chen, Guangmin Wang, Nanning Zheng, José C. Príncipe
2014 C conf
Empirical survival error potential weighted least squares for binary pattern classification.
ICARCV
Lei Sun, Kar-Ann Toh, Zhiping Lin, Badong Chen
2014 Misc conf
Feature selection based on survival Cauchy-Schwartz mutual information.
ICASSP
Badong Chen, Xiaohan Yang, Hua Qu, Ji-hong Zhao, Nanning Zheng, José C. Príncipe
2014 B conf
Hardware implementation of KLMS algorithm using FPGA.
IJCNN
Xiaowei Ren, Pengju Ren, Badong Chen, Tai Min, Nanning Zheng
2014 C conf
Hybrid affine projection algorithm.
ICARCV
Xiaohan Yang, Hua Qu, Ji-hong Zhao, Badong Chen
2014 J jnl
Kernel Least Mean Square with Adaptive Kernel Size.
CoRR
Badong Chen, Junli Liang, Nanning Zheng, José C. Príncipe
2014 B conf
Kernel robust mixed-norm adaptive filtering.
IJCNN
Jin Liu, Hua Qu, Badong Chen, Wentao Ma
2014 J jnl
Learning Nonlinear Generative Models of Time Series With a Kalman Filter in RKHS.
IEEE Trans. Signal Process.
Pingping Zhu, Badong Chen, José C. Príncipe
2014 — conf
Online Nonlinear Granger Causality Detection by Quantized Kernel Least Mean Square.
ICONIP (2)
Hong Ji, Badong Chen, Zejian Yuan, Nanning Zheng, Andreas Keil, José C. Príncipe
2014 Misc conf
Sparse kernel recursive least squares using L1 regularization and a fixed-point sub-iteration.
ICASSP
Badong Chen, Nanning Zheng, José C. Príncipe
2014 J jnl
Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion.
IEEE Signal Process. Lett.
Badong Chen, Lei Xing, Junli Liang, Nanning Zheng, José C. Príncipe
2014 B conf
Trimmed affine projection algorithms.
IJCNN
Badong Chen, Xiaohan Yang, Hong Ji, Hua Qu, Nanning Zheng, José C. Príncipe
2014 — conf
Vector quantization using survival Cauchy-Schwartz divergence.
MLSP
Lei Guo, Hua Qu, Ji-hong Zhao, Badong Chen
2013 J jnl
Fixed budget quantized kernel least-mean-square algorithm.
Signal Process.
Songlin Zhao, Badong Chen, Pingping Zhu, José C. Príncipe
2013 B conf
Kernel adaptive filtering with confidence intervals.
IJCNN
Kan Li, Badong Chen, José C. Príncipe
2013 J jnl
Kernel minimum error entropy algorithm.
Neurocomputing
Badong Chen, Zejian Yuan, Nanning Zheng, José C. Príncipe
2013 J jnl
Quantized Kernel Recursive Least Squares Algorithm.
IEEE Trans. Neural Networks Learn. Syst.
Badong Chen, Songlin Zhao, Pingping Zhu, José Carlos Príncipe
2013 B conf
Survival kernel with application to kernel adaptive filtering.
IJCNN
Badong Chen, Nanning Zheng, José C. Príncipe
2012 J jnl
A novel extended kernel recursive least squares algorithm.
Neural Networks
Pingping Zhu, Badong Chen, José C. Príncipe
2012 B conf
An adaptive kernel width update for correntropy.
IJCNN
Songlin Zhao, Badong Chen, José C. Príncipe
2012 J jnl
Maximum Correntropy Estimation Is a Smoothed MAP Estimation.
IEEE Signal Process. Lett.
Badong Chen, José Carlos Príncipe
2012 J jnl
Mean square convergence analysis for kernel least mean square algorithm.
Signal Process.
Badong Chen, Songlin Zhao, Pingping Zhu, José C. Príncipe
2012 J jnl
On the Smoothed Minimum Error Entropy Criterion.
Entropy
Badong Chen, José C. Príncipe
2012 B conf
Online efficient learning with quantized KLMS and L1 regularization.
IJCNN
Badong Chen, Songlin Zhao, Sohan Seth, José C. Príncipe
2012 J jnl
Quantized Kernel Least Mean Square Algorithm.
IEEE Trans. Neural Networks Learn. Syst.
Badong Chen, Songlin Zhao, Pingping Zhu, José Carlos Príncipe
2012 J jnl
Some Further Results on the Minimum Error Entropy Estimation.
Entropy
Badong Chen, José C. Príncipe
2012 J jnl
Stochastic Information Gradient Algorithm with Generalized Gaussian Distribution Model.
J. Circuits Syst. Comput.
Badong Chen, José C. Príncipe, Jinchun Hu, Yu Zhu
2012 J jnl
Survival Information Potential: A New Criterion for Adaptive System Training.
IEEE Trans. Signal Process.
Badong Chen, Pingping Zhu, José Carlos Príncipe
2011 B conf
Extended Kalman filter using a kernel recursive least squares observer.
IJCNN
Pingping Zhu, Badong Chen, José C. Príncipe
2011 B conf
Kernel adaptive filtering with maximum correntropy criterion.
IJCNN
Songlin Zhao, Badong Chen, José C. Príncipe
2011 J jnl
Δ-Entropy: Definition, properties and applications in system identification with quantized data.
Inf. Sci.
Badong Chen, Yu Zhu, Jinchun Hu, José C. Príncipe
2010 J jnl
A new interpretation on the MMSE as a robust MEE criterion.
Signal Process.
Badong Chen, Yu Zhu, Jinchun Hu, Ming Zhang
2010 J jnl
Mean-square convergence analysis of ADALINE training with minimum error entropy criterion.
IEEE Trans. Neural Networks
Badong Chen, Yu Zhu, Jinchun Hu
2010 J jnl
On optimal estimations with minimum error entropy criterion.
J. Frankl. Inst.
Badong Chen, Yu Zhu, Jinchun Hu, Ming Zhang
2008 B conf
Adaptive filtering for desired error distribution under minimum information divergence criterion.
IJCNN
Jinchun Hu, Badong Chen, Fuchun Sun, Zengqi Sun
2008 J jnl
Adaptive filtering under maximum mutual information criterion.
Neurocomputing
Badong Chen, Jinchun Hu, Hongbo Li, Zengqi Sun
2008 — conf
Information Theoretical Approach to Identification of Hybrid Systems.
HSCC
Li Pu, Jinchun Hu, Badong Chen
2008 J jnl
Robust Subspace Clustering by Logarithmic Hyperbolic Cosine Function.
IEEE Signal Process. Lett.
Lei Cao, Long Shi, Jun Wang, Zhendong Yang, Badong Chen
2007 — conf
Measure observability by the generalized informational correlation.
CDC
Badong Chen, Jinchun Hu, Hongbo Li, Zengqi Sun