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2020 – today
- 2026
[j345]Nan Zhou, Wenjun Luo, Zezhong Wu, Yuanhua Du, Kaibo Shi, Badong Chen:
Bipartite graph regularized robust low-rank matrix factorization for fast semi-supervised image clustering. Appl. Intell. 56(1): 22 (2026)- [j344]Qi Zhang
, Mingfei Lu, Jingmin Xin, Badong Chen:
Unraveling incomplete multiview data: An information-theoretic framework. Appl. Soft Comput. 188: 114405 (2026) - [j343]Mingfei Lu, Jun Lei, Badong Chen:
Advancing multi-source domain adaptation via generalized divergence measures. Appl. Soft Comput. 190: 114464 (2026) - [j342]Long Shi, Junyu Chen, Lei Cao, Jun Wang, Jinghua Tan, Badong Chen:
Multi-view graph neural networks by augmented aggregation. Appl. Soft Comput. 191: 114621 (2026) - [j341]Wentao Ma, Wenbo Wu, Peng Guo, Badong Chen:
Diffusion MEEF with Variable-Center Algorithm Optimized by Joint Probability Density Matching and Entropy Weight Method. Circuits Syst. Signal Process. 45(3): 2418-2430 (2026) - [j340]Yong Yang, Wenhao Wang, Kaibo Shi, Yuanlun Xie, Nan Zhou, Shiping Wen, Ming Zhu, Badong Chen:
A dual-stream regional feature learning and adaptive fusion method for electroencephalogram-based emotion recognition. Eng. Appl. Artif. Intell. 164: 113250 (2026) - [j339]Nan Zhou, Qing Deng, Wenjun Luo, Xiuyu Huang, Yuanhua Du, Badong Chen, Witold Pedrycz:
Correntropy meets cross-entropy: A robust loss against noisy labels. Eng. Appl. Artif. Intell. 167: 113830 (2026) - [j338]Xinghua Liu, Xiaoyu Wang, Bangji Fan, Zhengmao Li, Gaoxi Xiao, Shiping Wen, Badong Chen:
Reactive power optimization under risk-aware demand response: Attentive gated recurrent unit and safe dual-critic architecture. Eng. Appl. Artif. Intell. 167: 113903 (2026) - [j337]Junkai Tan, Shuangsi Xue, Zihang Guo, Hui Cao, Badong Chen:
Fixed-Time Hierarchical Game-Based Unmanned Aerial-Ground Vehicle Docking Control. IEEE CAA J. Autom. Sinica 13(5): 1242-1244 (2026) - [j336]Ben Yang, Xuetao Zhang, Yongqiang Luo, Feiping Nie, Fei Wang, Badong Chen:
Efficient superpixel-guided global-local spectral clustering for large-scale HSI. Neurocomputing 678: 133190 (2026) - [j335]Xiaodong Zheng, Qingshu Guan, Shuangsi Xue, Hui Cao, Badong Chen:
Graph-oriented deep reinforcement learning approach for vehicle routing problems. Neurocomputing 699: 134376 (2026) - [j334]Shuangsi Xue, Junkai Tan, Zihang Guo, Qingshu Guan, Hui Cao, Badong Chen:
Dynamic event-triggered finite-time actor-critic-identifier-based approximate optimal control for unknown nonlinear drifted systems. Inf. Sci. 723: 122651 (2026) - [j333]Yu Zhou, Ben Yang, Xuetao Zhang, Badong Chen:
Parameter-free discrete clustering via adaptive hypergraph fusion. Inf. Sci. 723: 122677 (2026) - [j332]Shuangsi Xue, Junkai Tan, Zihang Guo, Tiansen Niu, Hui Cao, Badong Chen:
Human-robotics hybrid shared control with guaranteed performance: A fixed-time game-theoretic learning approach. Inf. Sci. 733: 122987 (2026) - [j331]Shuangsi Xue, Zihang Guo, Xiaodong Zheng, Hui Cao, Badong Chen:
Neural estimator-based finite-time formation control for manipulator end effectors with obstacle avoidance. Inf. Sci. 739: 123196 (2026) - [j330]Jinghan Wu, Rankun Chen, Haoran Wang, Xuetao Zhang, Ben Yang, Badong Chen:
One-step incomplete multi-view clustering via imputed anchor graph discretization. Knowl. Based Syst. 333: 114935 (2026) - [j329]Ben Yang, Xuetao Zhang, Zhiyuan Xue, Feiping Nie, Badong Chen:
Fast Multi-view Discrete Clustering via Spectral Embedding Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 48(5): 5095-5112 (2026) - [j328]Lei Xing, Yufei Liu, Linhai Xu, Badong Chen:
Outlier-robust learning with continuously differentiable least trimmed squares. Pattern Recognit. 175: 113099 (2026) - [j327]Jinghan Wu, Xuetao Zhang, Ben Yang, Yuxin Fan, Zhiping Lin, Badong Chen:
One-pass multiview clustering with anchor differentiation mechanism. Pattern Recognit. 177: 113286 (2026) - [j326]Quan Wang, Fei Wang, Hao Lei, Badong Chen, Zhiping Lin, Feiping Nie:
Decision forest with fast-determined optimal parameter intervals of base learners. Pattern Recognit. 178: 113358 (2026) - [j325]Xinghua Liu, Miaomiao Liu, Gaoxi Xiao, Shiping Wen, Badong Chen, Peng Wang:
A zero-dynamics attack detection scheme for networked power systems with electric vehicles: Watermark-based auxiliary function viewpoint. Signal Process. 240: 110374 (2026) - [j324]Shibo Jin, Lujuan Dang, Badong Chen:
Optimized conversion-sample filter under maximum correntropy criterion. Signal Process. 241: 110404 (2026) - [j323]Guobing Qian, Jiayin Wang, Anni Yang, Ying-Ren Chien, Junhui Qian, Shiyuan Wang, Badong Chen:
Robust Recursive Widely Linear Diffusion Adaptive Filtering With Linear Constraint. IEEE Trans. Aerosp. Electron. Syst. 62: 4827-4843 (2026) - [j322]Wenlong Hang, Jiaxing Li, Junliang Wang, Shuang Liang, Qiong Wang, Baiying Lei, Guanglin Li, Badong Chen, Harry Qin:
Personalized Federated EEG Decoding With Structured Graph-Based Guidance. IEEE Trans. Cogn. Dev. Syst. 18(4): 1099-1112 (2026) - [j321]Shuangsi Xue, Junkai Tan, Hui Cao, Badong Chen:
Nesterov Accelerated Gradient-Based Fixed-Time Convergent Actor-Critic Control for Nonlinear Systems. IEEE Trans Autom. Sci. Eng. 23: 5075-5083 (2026) - [j320]Boang Li, Hui Cao, Badong Chen, Tao Wang, Jie Zhang:
EveryBrain: Generate EEG Responses From Images for Specified Individuals. IEEE Trans. Circuits Syst. Video Technol. 36(2): 1893-1906 (2026) - [j319]Junkai Tan, Shuangsi Xue, Qingshu Guan, Zihang Guo, Hui Cao, Badong Chen:
Fixed-Time Stochastic Learning From Human-UAV Interaction With State-Input Constraints. IEEE Trans. Ind. Electron. 73(2): 3071-3082 (2026) - [j318]Shuangsi Xue, Junkai Tan, Tiansen Niu, Kai Qu, Hui Cao, Badong Chen:
Prescribed Performance Optimized Control of UAV With Robust Approximate Dynamic Programming Under Disturbance. IEEE Trans. Ind. Electron. 73(2): 3114-3125 (2026) - [j317]Peng Guo, Xinghua Liu, Wentao Ma, Yang Li, Gaoxi Xiao, Zhongbao Wei, Badong Chen:
Physics-Informed Nonlinear Extension Techniques for Robust Joint State Estimation of Li-Ion Batteries. IEEE Trans. Ind. Electron. 73(6): 8741-8753 (2026) - [j316]Jing Yang, Xusheng Cui, Yuehai Chen, Shaoyi Du, Badong Chen, Yuewen Liu:
Fine-Grained Domain Alignment for Face Anti-Spoofing With Asymmetric Pseudo-Labels. IEEE Trans. Inf. Forensics Secur. 21: 1973-1986 (2026) - [j315]Haodong Jing, Yongqiang Ma, Panqi Yang, Haoyu Li, Shuai Huang, Badong Chen, Nanning Zheng:
DAMind: Zero-Shot Visual Cross-Domain Alignment and Representation for EEG Decoding. IEEE Trans. Image Process. 35: 3214-3227 (2026) - [j314]Long Shi, Yunshan Ye, Wenjie Wang, Tao Lei, Yu Zhao, Gang Kou, Badong Chen:
Toward Comprehensive Information-Theoretic Multi-View Learning. IEEE Trans. Image Process. 35: 4788-4801 (2026) - [j313]Ben Yang, Xuetao Zhang, Yu Zhou, Haoxin Wu, Feiping Nie, Badong Chen:
Efficient Structure-Aware Discrete Clustering via Multi-Order Anchor Graphs. IEEE Trans. Knowl. Data Eng. 38(9): 5826-5840 (2026) - [j312]Long Shi, Yunshan Ye, Lei Cao, Yu Zhao, Badong Chen:
Tensor-Based Graph Learning With Consistency and Specificity for Multi-View Clustering. IEEE Trans. Multim. 28: 1562-1575 (2026) - [j311]Long Shi, Chuanqing Tang, Huangyi Deng, Cai Xu, Lei Xing, Badong Chen:
Generalized Trusted Multi-View Classification Framework With Hierarchical Opinion Aggregation. IEEE Trans. Multim. 28: 3396-3408 (2026) - [j310]Shuangsi Xue, Zihang Guo, Junkai Tan, Kai Qu, Hui Cao, Badong Chen:
Neural Adaptive Finite-Time Formation Tracking Control for Manipulator End Effectors Under Input Constraints. IEEE Trans. Syst. Man Cybern. Syst. 56(2): 1089-1100 (2026) - [i85]Shuanghao Bai, Jing Lyu, Wanqi Zhou, Zhe Li, Dakai Wang, Lei Xing, Xiaoguang Zhao, Pengwei Wang, Zhongyuan Wang, Cheng Chi, Badong Chen, Shanghang Zhang:
Latent Reasoning VLA: Latent Thinking and Prediction for Vision-Language-Action Models. CoRR abs/2602.01166 (2026) - [i84]Shuanghao Bai, Dakai Wang, Cheng Chi, Wanqi Zhou, Jing Lyu, Xiaoguang Zhao, Pengwei Wang, Zhongyuan Wang, Lei Xing, Shanghang Zhang, Badong Chen:
Reshaping Action Error Distributions for Reliable Vision-Language-Action Models. CoRR abs/2602.04228 (2026) - [i83]Shuanghao Bai, Meng Li, Xinyuan Lv, Jiawei Wang, Xinhua Wang, Fei Liao, Chengkai Hou, Langzhe Gu, Wanqi Zhou, Kun Wu, Ziluo Ding, Zhiyuan Xu, Lei Sun, Shanghang Zhang, Zhengping Che, Jian Tang, Badong Chen:
HEX: Humanoid-Aligned Experts for Cross-Embodiment Whole-Body Manipulation. CoRR abs/2604.07993 (2026) - [i82]Yuedi Zhang, Shuanghao Bai, Wanqi Zhou, Haoran Zhang, Qi Zhang, Zhirong Luan, Badong Chen:
Assistance Without Interruption: A Benchmark and LLM-based Framework for Non-Intrusive Human-Robot Assistance. CoRR abs/2605.01368 (2026) - [i81]Ruiheng Wang, Shuanghao Bai, Haoran Zhang, Badong Chen, Xiangyu Xu:
BlockVLA: Accelerating Autoregressive VLA via Block Diffusion Finetuning. CoRR abs/2605.13382 (2026) - [i80]Qing Miao, Yiming Zhao, Jing Yang, Chenxi Liu, Yuehai Chen, Yuewen Liu, Shaoyi Du, Badong Chen:
ConSteer-RL: Steering Reasoning Capabilities in Large Language Models via Confidence-Aware Reinforcement Learning. CoRR abs/2606.08088 (2026) - 2025
- [j309]Peng Yu, Xiaopeng He, Haoyu Li, Haowen Dou, Yeyu Tan, Hao Wu, Badong Chen:
FMLAN: A novel framework for cross-subject and cross-session EEG emotion recognition. Biomed. Signal Process. Control. 100: 106912 (2025) - [j308]Jinghan Wu, Ben Yang, Shangzong Yang, Xuetao Zhang, Badong Chen:
Scalable sparse bipartite graph factorization for multi-view clustering. Expert Syst. Appl. 267: 126192 (2025) - [j307]Qingshu Guan, Hui Cao, Lixin Jia, Dapeng Yan, Badong Chen:
Synergetic attention-driven transformer: A deep reinforcement learning approach for vehicle routing problems. Expert Syst. Appl. 274: 126961 (2025) - [j306]Qingshu Guan, Shuangsi Xue, Junkai Tan, Lixin Jia, Hui Cao, Badong Chen:
Dynamic embedding-based deep reinforcement learning for heterogeneous capacitated VRPs with unloading time constraints. Expert Syst. Appl. 293: 128660 (2025) - [j305]Lei Xing, Xinhu Zheng, Yao Lu, Badong Chen:
Incomplete multi-view subspace clustering based on robust matrix completion. Neurocomputing 621: 129240 (2025) - [j304]Junkai Tan, Shuangsi Xue, Zihang Guo, Huan Li, Hui Cao, Badong Chen:
Data-driven optimal shared control of unmanned aerial vehicles. Neurocomputing 622: 129428 (2025) - [j303]Geng Zhang, Shuangming Yang, Xuetao Zhang, Badong Chen:
Biologically plausible unsupervised learning for self-organizing spiking neural networks with dendritic computation. Neurocomputing 631: 129707 (2025) - [j302]Xinyuan Xiang, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen:
Foreground natural anomaly synthesis for attention guided anomaly detection. Neurocomputing 645: 130282 (2025) - [j301]Qing Deng, Nan Zhou, Wenjun Luo, Yuanhua Du, Kaibo Shi, Badong Chen:
Correntropy based label loss for multi-classification on deep neural networks. Neurocomputing 646: 130500 (2025) - [j300]Mingfei Lu, Shujian Yu, Robert Jenssen, Badong Chen:
Generalized Cauchy-Schwarz divergence: Efficient estimation and applications in deep learning. Neurocomputing 652: 130904 (2025) - [j299]Qingshu Guan, Hui Cao, Tiansen Niu, Lixin Jia, Shuangsi Xue, Badong Chen:
Diverse route-driven deep reinforcement learning for vehicle routing problems. Neurocomputing 653: 131099 (2025) - [j298]Yuehai Chen, Shanying Chen, Jing Yang, Yifei Xu, Badong Chen, Shaoyi Du, Yuewen Liu:
Weak-edge sample extension for enhancing unsupervised feature learning. Neurocomputing 653: 131171 (2025) - [j297]Mingfei Lu, Qi Zhang, Badong Chen:
Divergence-guided disentanglement of view-common and view-unique representations for multi-view data. Inf. Fusion 114: 102661 (2025) - [j296]Qi Zhang, Mingfei Lu, Jingmin Xin, Badong Chen:
Towards a robust multi-view information bottleneck using Cauchy-Schwarz divergence. Inf. Fusion 118: 102934 (2025) - [j295]Junyu Chen, Long Shi, Badong Chen:
RSEA-MVGNN: Multi-view graph neural network with reliable structural enhancement and aggregation. Inf. Fusion 121: 103143 (2025) - [j294]Xinghua Liu, Xiaoyu Wang, Bangji Fan, Gaoxi Xiao, Shiping Wen, Badong Chen, Peng Wang:
Multiagent Primal-Dual DDPG-Based Reactive Power Optimization of Active Distribution Networks via Graph Reinforcement Learning. IEEE Internet Things J. 12(15): 32058-32071 (2025) - [j293]Siwei Qiao, Xinghua Liu, Shiping Wen, Gaoxi Xiao, Badong Chen, Shuzhi Sam Ge:
Event-triggered memory sliding mode load frequency control of power system with BESSs against frequency-based deception attacks. J. Frankl. Inst. 362(7): 107644 (2025) - [j292]Xinghua Liu, Miaomiao Liu, Gaoxi Xiao, Shiping Wen, Badong Chen, Peng Wang:
Autoregressive watermark detection and basis function regression defense scheme for FDIA on multi-area interconnected power systems. J. Frankl. Inst. 362(18): 108132 (2025) - [j291]Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike, Okito Yamashita:
Sparse Bayesian correntropy learning for robust muscle activity reconstruction from noisy brain recordings. Neural Networks 182: 106899 (2025) - [j290]Wanqi Zhou, Shuanghao Bai, Yuqing Xie, Yicong He, Qibin Zhao, Badong Chen:
An information-theoretic approach for heterogeneous differentiable causal discovery. Neural Networks 188: 107417 (2025) - [j289]Shuangming Yang, Bernabé Linares-Barranco, Yuzhu Wu, Badong Chen:
Self-Supervised High-Order Information Bottleneck Learning of Spiking Neural Network for Robust Event-Based Optical Flow Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 47(4): 2280-2297 (2025) - [j288]Mingfei Lu, Lei Xing, Badong Chen:
Measuring generalized divergence for multiple distributions with application to deep clustering. Pattern Recognit. 157: 110864 (2025) - [j287]Qi Zhang, Mingfei Lu, Shujian Yu, Jingmin Xin, Badong Chen:
An information bottleneck approach for feature selection. Pattern Recognit. 164: 111564 (2025) - [j286]Yuqing Xie, Lujuan Dang, Badong Chen:
Multi-period interaction networks for time series forecasting. Pattern Recognit. Lett. 198: 29-35 (2025) - [j285]Chong Lu, Meiqin Liu, Zhirong Luan, Yan He, Badong Chen:
Multi-View Spatial Context and State Constraints for Object-Goal Navigation. IEEE Robotics Autom. Lett. 10(3): 2207-2214 (2025) - [j284]Wentao Ma, Haoxuan Shi, Chenyu Wang, Badong Chen:
Variational Bayesian EnKF with generalized mixture correntropy loss based dynamic state estimation for DFIG. Signal Process. 230: 109838 (2025) - [j283]Tao Deng, Lu Lu, Tao Lei, Badong Chen:
Fixed-point fully adaptive interpolated Volterra filter under recursive maximum correntropy. Signal Process. 236: 110055 (2025) - [j282]Hai Yuan, Lu Lu, Guangya Zhu, Badong Chen:
Bias-Compensated Normalized Iterative Wiener Filter Algorithm With Noisy Input. IEEE Signal Process. Lett. 32: 1445-1449 (2025) - [j281]Jing Wang, Zhiyang Feng, Xiaojun Ning, Youfang Lin, Badong Chen, Ziyu Jia:
Two-Stream Dynamic Heterogeneous Graph Recurrent Neural Network for Multi-Label Multi-Modal Emotion Recognition. IEEE Trans. Affect. Comput. 16(3): 2396-2409 (2025) - [j280]Guangming Wang, Yi Tao, Ning Wu, Rihui Li, Won Hee Lee, Zehong Cao, Xiangguo Yan, Badong Chen, Gang Wang:
The Diagnosis Method of Major Depressive Disorder Using Wavelet Coherence and State-Pathology Separation Network. IEEE Trans. Affect. Comput. 16(4): 3512-3522 (2025) - [j279]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:
Channel-Selection-Based Temporal Convolutional Network for Patient-Specific Epileptic Seizure Detection. IEEE Trans. Cogn. Dev. Syst. 17(1): 179-188 (2025) - [j278]Wenlong Hang, Junliang Wang, Shuang Liang, Baiying Lei, Qiong Wang, Guanglin Li, Badong Chen, Jing Qin:
Multiscale Convolutional Transformer With Diverse-Aware Feature Learning for Motor Imagery EEG Decoding. IEEE Trans. Cogn. Dev. Syst. 17(6): 1389-1400 (2025) - [j277]Junkai Tan, Shuangsi Xue, Huan Li, Zihang Guo, Hui Cao, Badong Chen:
Hierarchical Safe Reinforcement Learning Control for Leader-Follower Systems With Prescribed Performance. IEEE Trans Autom. Sci. Eng. 22: 19568-19581 (2025) - [j276]Siyuan Peng, Jingxing Yin, Zhijing Yang, Feiping Nie, Badong Chen:
Robust Semi-Supervised Deep Nonnegative Matrix Factorization With Constraint Propagation for Data Representation. IEEE Trans. Big Data 11(5): 2557-2571 (2025) - [j275]Jianhong Ye, Yi Yu, Badong Chen, Zongsheng Zheng, Jie Chen:
Optimal Subband Adaptive Filter Over Functional Link Neural Network: Algorithms and Applications. IEEE Trans. Circuits Syst. I Regul. Pap. 72(9): 4967-4980 (2025) - [j274]Wei Dai, Teng Cui, Tong Zhang, Badong Chen:
VFL+: Low-Coupling Vertical Federated Learning With Privileged Information Paradigm. IEEE Trans. Emerg. Top. Comput. Intell. 9(5): 3533-3547 (2025) - [j273]Peng Guo, Wentao Ma, Xinghua Liu, Badong Chen:
Robust Model Parameter Identification and SOC Estimation for Li-Ion Batteries Considering Noisy Measurement. IEEE Trans. Ind. Electron. 72(11): 11897-11907 (2025) - [j272]Jin He, Fengmao Lv, Jun Liu, Min Wu, Badong Chen, Shiping Wang:
C2T-HR3D: Cross-Fusion of CNN and Transformer for High-Speed Railway Dropper Defect Detection. IEEE Trans. Instrum. Meas. 74: 1-16 (2025) - [j271]Wentao Ma, Jiahui Dai, Yuzhuo Dong, Jiandong Duan, Badong Chen:
Enhanced Short-Term Wind Power Prediction via an Innovative Multitask Learning Framework Integrated With Fusion Model-Based Data Cleansing. IEEE Trans. Instrum. Meas. 74: 1-17 (2025) - [j270]Wentao Ma, Qi Yan, Peng Guo, Badong Chen:
Robust State Estimation of Integrated Electric-Heat System Based on Physics-Guided Deep Learning With Maximum Correntropy Criterion. IEEE Trans. Instrum. Meas. 74: 1-12 (2025) - [j269]Jie Wang, Lu Lu, Guangya Zhu, Kai-Li Yin, Kai Zhou, Badong Chen:
Unbiased Euclidean Direction Search Algorithm for Partial Discharge Location in Cable Systems. IEEE Trans. Instrum. Meas. 74: 1-13 (2025) - [j268]Haoyu Li, Hao Wu, Badong Chen:
NeuralDiffuser: Neuroscience-Inspired Diffusion Guidance for fMRI Visual Reconstruction. IEEE Trans. Image Process. 34: 552-565 (2025) - [j267]Ben Yang, Xuetao Zhang, Jinghan Wu, Feiping Nie, Fei Wang, Badong Chen:
Scalable Min-Max Multi-View Spectral Clustering. IEEE Trans. Knowl. Data Eng. 37(5): 2918-2931 (2025) - [j266]Yuanhao Li, Badong Chen, Zhongxu Hu, Keita Suzuki, Wenjun Bai, Yasuharu Koike, Okito Yamashita:
Correntropy-Based Improper Likelihood Model for Robust Electrophysiological Source Imaging. IEEE Trans. Medical Imaging 44(7): 3076-3088 (2025) - [j265]Yongqiang Ma, Yulong Liu, Liangjun Chen, Guibo Zhu, Badong Chen, Nanning Zheng:
BrainCLIP: Brain Representation via CLIP for Generic Natural Visual Stimulus Decoding. IEEE Trans. Medical Imaging 44(10): 3962-3972 (2025) - [j264]Yuehai Chen, Qingzhong Wang, Jing Yang, Badong Chen, Haoyi Xiong, Shaoyi Du:
CSCC: Cross-Scene Crowd Counting via Learning to Diversify for Domain Generalization. IEEE Trans. Multim. 27: 3320-3330 (2025) - [j263]Zhirong Luan, Wenrui Li, Meiqin Liu, Badong Chen:
Robust Federated Learning: Maximum Correntropy Aggregation Against Byzantine Attacks. IEEE Trans. Neural Networks Learn. Syst. 36(1): 62-75 (2025) - [j262]Shuangming Yang, Badong Chen:
Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence. IEEE Trans. Neural Networks Learn. Syst. 36(1): 1734-1748 (2025) - [j261]Badong Chen, Shujian Yu, Robert Jenssen, José C. Príncipe, Klaus-Robert Müller:
Guest Editorial: Special Issue on Information Theoretic Methods for the Generalization, Robustness, and Interpretability of Machine Learning. IEEE Trans. Neural Networks Learn. Syst. 36(2): 1957-1958 (2025) - [j260]Ben Yang, Xuetao Zhang, Jinghan Wu, Feiping Nie, Zhiping Lin, Fei Wang, Badong Chen:
Fast Multiview Anchor-Graph Clustering. IEEE Trans. Neural Networks Learn. Syst. 36(3): 4947-4958 (2025) - [j259]Kaizhong Zheng, Shujian Yu, Baojuan Li, Robert Jenssen, Badong Chen:
BrainIB: Interpretable Brain Network-Based Psychiatric Diagnosis With Graph Information Bottleneck. IEEE Trans. Neural Networks Learn. Syst. 36(7): 13066-13079 (2025) - [c113]Xinliang Zhou, Jianheng Zhou, Jiaping Xiao, Yingwei Zhang, Xiaoshuai Hao, Jing Wang, Badong Chen, Qingsong Wen:
RPGCN: Relational Probabilistic Graphs for EEG-Based Emotion Mining. ADMA (1) 2025: 113-128 - [c112]Junliang Wang, Wenlong Hang, Shuang Liang, Qiong Wang, Badong Chen, Jing Qin:
Convolutional Retentive Network for EEG Decoding. ICASSP 2025: 1-5 - [c111]Haoran Zhang, Shuanghao Bai, Wanqi Zhou, Jingwen Fu, Badong Chen:
PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization. ICASSP 2025: 1-5 - [c110]Jiangrong Shen, Qi Xu, Gang Pan, Badong Chen:
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency. ICLR 2025 - [c109]Shuanghao Bai, Wanqi Zhou, Pengxiang Ding, Wei Zhao, Donglin Wang, Badong Chen:
Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation. ICML 2025 - [c108]Jiangrong Shen, Yulin Xie, Qi Xu, Gang Pan, Huajin Tang, Badong Chen:
Spiking Neural Networks with Temporal Attention-Guided Adaptive Fusion for imbalanced Multi-modal Learning. ACM Multimedia 2025: 11042-11051 - [c107]Geng Zhang, Jiangrong Shen, Kaizhong Zheng, Liangjun Chen, Badong Chen:
Local-Global Coupling Spiking Graph Transformer for Brain Disorders Diagnosis from Two Perspectives. NeurIPS 2025 - [i79]Shuanghao Bai, Wanqi Zhou, Pengxiang Ding, Wei Zhao, Donglin Wang, Badong Chen:
Rethinking Latent Representations in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation. CoRR abs/2502.02853 (2025) - [i78]Long Chen, Xiaotian Song, Andy Song, Badong Chen, Jiancheng Lv, Yanan Sun:
FAS: Fast ANN-SNN Conversion for Spiking Large Language Models. CoRR abs/2502.04405 (2025) - [i77]Jiangrong Shen, Qi Xu, Gang Pan, Badong Chen:
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency. CoRR abs/2502.13572 (2025) - [i76]Jiangrong Shen, Yulin Xie, Qi Xu, Gang Pan, Huajin Tang, Badong Chen:
Spiking Neural Networks with Temporal Attention-Guided Adaptive Fusion for imbalanced Multi-modal Learning. CoRR abs/2505.14535 (2025) - [i75]Yuedi Zhang, Shuanghao Bai, Wanqi Zhou, Zhirong Luan, Badong Chen:
Dual-Path Stable Soft Prompt Generation for Domain Generalization. CoRR abs/2505.18770 (2025) - [i74]Yuanhao Li, Badong Chen, Wenjun Bai, Yasuharu Koike, Okito Yamashita:
Robust Sparse Bayesian Learning Based on Minimum Error Entropy for Noisy High-Dimensional Brain Activity Decoding. CoRR abs/2508.11657 (2025) - [i73]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:
Long-VLA: Unleashing Long-Horizon Capability of Vision Language Action Model for Robot Manipulation. CoRR abs/2508.19958 (2025) - [i72]Long Shi, Yunshan Ye, Wenjie Wang, Tao Lei, Yu Zhao, Gang Kou, Badong Chen:
Towards Comprehensive Information-theoretic Multi-view Learning. CoRR abs/2509.02084 (2025) - [i71]Haoran Zhang, Shuanghao Bai, Wanqi Zhou, Yuedi Zhang, Qi Zhang, Pengxiang Ding, Cheng Chi, Donglin Wang, Badong Chen:
VCoT-Grasp: Grasp Foundation Models with Visual Chain-of-Thought Reasoning for Language-driven Grasp Generation. CoRR abs/2510.05827 (2025) - [i70]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:
Towards a Unified Understanding of Robot Manipulation: A Comprehensive Survey. CoRR abs/2510.10903 (2025) - [i69]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:
Embodied Robot Manipulation in the Era of Foundation Models: Planning and Learning Perspectives. CoRR abs/2512.22983 (2025) - 2024
- [j258]Long Shi, Lei Cao, Zhongpu Chen, Yu Zhao, Badong Chen:
Nonlinear subspace clustering by functional link neural networks. Appl. Soft Comput. 167: 112303 (2024) - [j257]Jianhong Ye, Yi Yu, Qiangming Cai, Tao Yu, Badong Chen:
P-Norm Based Subband Adaptive Filtering Algorithm: Performance Analysis and Improvements. Circuits Syst. Signal Process. 43(2): 1208-1239 (2024) - [j256]Xinghua Liu, Yunan Zhao, Shiping Wen, Badong Chen, Shuzhi Sam Ge:
Motion segmentation with event camera: N-patches optical flow estimation and Pairwise Markov Random Fields. Expert Syst. Appl. 254: 124342 (2024) - [j255]Ben Yang, Zhiyuan Xue, Jinghan Wu, Xuetao Zhang, Feiping Nie, Badong Chen:
Anchor-graph regularized orthogonal concept factorization for document clustering. Neurocomputing 573: 127173 (2024) - [j254]Yi Guo, Chao Tang, Hao Wu, Badong Chen:
GNN-based multi-source domain prototype representation for cross-subject EEG emotion recognition. Neurocomputing 609: 128445 (2024) - [j253]Shuangming Yang, Qing He, Yao Lu, Badong Chen:
Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision. Neurocomputing 610: 128535 (2024) - [j252]Ben Yang, Jinghan Wu, Xuetao Zhang, Xinhu Zheng, Feiping Nie, Badong Chen:
Discrete correntropy-based multi-view anchor-graph clustering. Inf. Fusion 103: 102097 (2024) - [j251]Qi Zhang, Mingfei Lu, Shujian Yu, Jingmin Xin, Badong Chen:
Discovering common information in multi-view data. Inf. Fusion 108: 102400 (2024) - [j250]Lei Xing, Badong Chen, Changyuan Yu, Jing Qin:
Robust tensor ring-based graph completion for incomplete multi-view clustering. Inf. Fusion 111: 102501 (2024) - [j249]Bangji Fan, Xinghua Liu, Gaoxi Xiao, Xiang Yang, Badong Chen, Peng Wang:
Enhancing Adaptability of Restoration Strategy for Distribution Network: A Meta-Based Graph Reinforcement Learning Approach. IEEE Internet Things J. 11(14): 25440-25453 (2024) - [j248]Yunfei Zheng, Shiyuan Wang, Badong Chen:
Generalized multikernel correntropy based broad learning system for robust regression. Inf. Sci. 678: 121026 (2024) - [j247]Ben Yang, Jinghan Wu, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen:
Fast correntropy-based multi-view clustering with prototype graph factorization. Inf. Sci. 681: 121256 (2024) - [j246]Lei Wang, Zejian Yuan, Yao Lu, Badong Chen:
Unbiased scene graph generation via head-tail cooperative network with self-supervised learning. Image Vis. Comput. 151: 105283 (2024) - [j245]Jinghan Wu, Ben Yang, Jiaying Liu, Xuetao Zhang, Zhiping Lin, Badong Chen:
Efficient correntropy-based multi-view clustering with alignment discretization. Knowl. Based Syst. 295: 111768 (2024) - [j244]Mingfei Lu, Badong Chen:
On the adversarial robustness of generative autoencoders in the latent space. Neural Comput. Appl. 36(14): 8109-8123 (2024) - [j243]Kaizhong Zheng, Shujian Yu, Liangjun Chen, Lujuan Dang, Badong Chen:
BPI-GNN: Interpretable brain network-based psychiatric diagnosis and subtyping. NeuroImage 292: 120594 (2024) - [j242]Kaizhong Zheng, Shujian Yu, Badong Chen:
CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis. Neural Networks 172: 106147 (2024) - [j241]Jinghan Wu, Ben Yang, Zhiyuan Xue, Xuetao Zhang, Zhiping Lin, Badong Chen:
Fast multi-view clustering via correntropy-based orthogonal concept factorization. Neural Networks 173: 106170 (2024) - [j240]Shichen Zhang, Tianlei Wang, Jiuwen Cao, Wandong Zhang, Badong Chen:
Matrix randomized autoencoder. Pattern Recognit. 146: 109992 (2024) - [j239]Ben Yang, Jinghan Wu, Yu Zhou, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen:
Robust spectral embedded bilateral orthogonal concept factorization for clustering. Pattern Recognit. 150: 110308 (2024) - [j238]Xinyan Hou, Haiquan Zhao, Xiaoqiang Long, Badong Chen:
Generalized kernel maximum correntropy criterion with variable center: Formulation and performance analysis. Signal Process. 216: 109294 (2024) - [j237]Xiuyu Huang, Kup-Sze Choi, Nan Zhou, Yuanpeng Zhang, Badong Chen, Witold Pedrycz:
Shallow Inception Domain Adaptation Network for EEG-Based Motor Imagery Classification. IEEE Trans. Cogn. Dev. Syst. 16(2): 521-533 (2024) - [j236]Shuangming Yang, Haowen Wang, Badong Chen:
SIBoLS: Robust and Energy-Efficient Learning for Spike-Based Machine Intelligence in Information Bottleneck Framework. IEEE Trans. Cogn. Dev. Syst. 16(5): 1664-1676 (2024) - [j235]Chao Tang, Dongyao Jiang, Lujuan Dang, Badong Chen:
EEG Decoding Based on Normalized Mutual Information for Motor Imagery Brain-Computer Interfaces. IEEE Trans. Cogn. Dev. Syst. 16(6): 1997-2007 (2024) - [j234]Long Shi, Lei Cao, Jun Wang, Badong Chen:
Enhanced Latent Multi-View Subspace Clustering. IEEE Trans. Circuits Syst. Video Technol. 34(12): 12480-12495 (2024) - [j233]Jing Yang, Yuehai Chen, Shaoyi Du, Badong Chen, José C. Príncipe:
IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction. IEEE Trans. Cybern. 54(7): 3904-3917 (2024) - [j232]Lujuan Dang, Jinjie Yang, Meiqin Liu, Badong Chen:
Differential Equation-Informed Neural Networks for State-of-Charge Estimation. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j231]Wentao Ma, Bin Chen, Bo Wang, Badong Chen:
Photovoltaic Panel Defect Detection via Multiscale Siamese Convolutional Fusion Network With Information Bottleneck Theory. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j230]Chaofan Zhou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen:
Open-Set Recognition of Screen Defects With Negative-Guided Augmented Prototype Generator and Open Feature Generation. IEEE Trans. Instrum. Meas. 73: 1-17 (2024) - [j229]Yuehai Chen, Qingzhong Wang, Jing Yang, Badong Chen, Haoyi Xiong, Shaoyi Du:
Learning Discriminative Features for Crowd Counting. IEEE Trans. Image Process. 33: 3749-3764 (2024) - [j228]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:
Classification of Three Anesthesia Stages Based on Near-Infrared Spectroscopy Signals. IEEE J. Biomed. Health Informatics 28(9): 5270-5279 (2024) - [j227]Lei Xing, Yawen Song, Badong Chen, Changyuan Yu, Jing Qin:
Incomplete Multi-View Clustering via Correntropy and Complement Consensus Learning. IEEE Trans. Multim. 26: 8063-8076 (2024) - [j226]Badong Chen, Yunfei Zheng, Pengju Ren:
Error Loss Networks. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5256-5268 (2024) - [j225]Cunbo Li, Peiyang Li, Yangsong Zhang, Ning Li, Yajing Si, Fali Li, Zehong Cao, Huafu Chen, Badong Chen, Dezhong Yao, Peng Xu:
Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10258-10272 (2024) - [c106]Shuanghao Bai, Min Zhang, Wanqi Zhou, Siteng Huang, Zhirong Luan, Donglin Wang, Badong Chen:
Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation. AAAI 2024: 729-737 - [c105]Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen:
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement. CVPR 2024: 17574-17583 - [c104]Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen, Xuguang Lan:
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection. ECCV (50) 2024: 89-105 - [c103]Lei Wang, Zejian Yuan, Badong Chen:
Multi-Granularity Sparse Relationship Matrix Prediction Network for End-to-End Scene Graph Generation. ECCV (82) 2024: 105-121 - [c102]Shuanghao Bai, Yuedi Zhang, Wanqi Zhou, Zhirong Luan, Badong Chen:
Soft Prompt Generation for Domain Generalization. ECCV (3) 2024: 434-450 - [c101]Chao Tang, Dongyao Jiang, Badong Chen:
MEG Channel Selection Using Copula Entropy-Based Transfer Entropy for Motor Imagery BCI. EMBC 2024: 1-4 - [c100]Yi Guo, Chao Tang, Hao Wu, Badong Chen:
EEG Emotion Recognition Based on Dynamical Graph Attention Network. ICASSP 2024: 1921-1925 - [c99]Hongyu Shi, Kaizhong Zheng, Huaning Wang, Baojuan Li, Badong Chen:
Predicting RTMS Treatment Effects Using Open-Loop Control and Neural Manifold. ICASSP 2024: 2285-2289 - [c98]Shuanghao Bai, Wanqi Zhou, Zhirong Luan, Donglin Wang, Badong Chen:
Improving Cross-Domain Few-Shot Classification with Multilayer Perceptron. ICASSP 2024: 5250-5254 - [c97]Zuo Zuo, Zongze Wu, Badong Chen, Xiaopin Zhong:
A Reconstruction-Based Feature Adaptation for Anomaly Detection with Self-Supervised Multi-Scale Aggregation. ICASSP 2024: 5840-5844 - [c96]Wenrui Li, Hanlin Gu, Sheng Wan, Zhirong Luan, Wei Xi, Lixin Fan, Qiang Yang, Badong Chen:
Byzantine Robust Aggregation in Federated Distillation with Adversaries. ICDCS 2024: 881-890 - [c95]Wanqi Zhou, Shuanghao Bai, Shujian Yu, Qibin Zhao, Badong Chen:
Jacobian Regularizer-based Neural Granger Causality. ICML 2024: 61763-61782 - [c94]Yi Guo, Chao Tang, Hao Wu, Badong Chen:
EEG Emotion Recognition Based on Dynamic Graph Neural Networks. ISCAS 2024: 1-5 - [c93]