| 2025 | ADMA | RPGCN: Relational Probabilistic Graphs for EEG-Based Emotion Mining. | Xinliang Zhou, Jianheng Zhou, Jiaping Xiao, Yingwei Zhang, Xiaoshuai Hao, Jing Wang, Badong Chen, Qingsong Wen |
| 2025 | ICASSP | Convolutional Retentive Network for EEG Decoding. | Junliang Wang, Wenlong Hang, Shuang Liang, Qiong Wang, Badong Chen, Jing Qin |
| 2025 | ICASSP | PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization. | Haoran Zhang, Shuanghao Bai, Wanqi Zhou, Jingwen Fu, Badong Chen |
| 2025 | ICLR | Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency. | Jiangrong Shen, Qi Xu, Gang Pan, Badong Chen |
| 2025 | ICML | Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation. | Shuanghao Bai, Wanqi Zhou, Pengxiang Ding, Wei Zhao, Donglin Wang, Badong Chen |
| 2024 | AAAI | Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation. | Shuanghao Bai, Min Zhang, Wanqi Zhou, Siteng Huang, Zhirong Luan, Donglin Wang, Badong Chen |
| 2024 | CVPR | Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement. | Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen |
| 2024 | ECCV | Soft Prompt Generation for Domain Generalization. | Shuanghao Bai, Yuedi Zhang, Wanqi Zhou, Zhirong Luan, Badong Chen |
| 2024 | ECCV | Relation DETR: Exploring Explicit Position Relation Prior for Object Detection. | Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen, Xuguang Lan |
| 2024 | ECCV | Multi-Granularity Sparse Relationship Matrix Prediction Network for End-to-End Scene Graph Generation. | Lei Wang, Zejian Yuan, Badong Chen |
| 2024 | ICASSP | Improving Cross-Domain Few-Shot Classification with Multilayer Perceptron. | Shuanghao Bai, Wanqi Zhou, Zhirong Luan, Donglin Wang, Badong Chen |
| 2024 | ICASSP | EEG Emotion Recognition Based on Dynamical Graph Attention Network. | Yi Guo, Chao Tang, Hao Wu, Badong Chen |
| 2024 | ICASSP | Predicting RTMS Treatment Effects Using Open-Loop Control and Neural Manifold. | Hongyu Shi, Kaizhong Zheng, Huaning Wang, Baojuan Li, Badong Chen |
| 2024 | ICASSP | A Reconstruction-Based Feature Adaptation for Anomaly Detection with Self-Supervised Multi-Scale Aggregation. | Zuo Zuo, Zongze Wu, Badong Chen, Xiaopin Zhong |
| 2024 | ICDCS | Byzantine Robust Aggregation in Federated Distillation with Adversaries. | Wenrui Li, Hanlin Gu, Sheng Wan, Zhirong Luan, Wei Xi, Lixin Fan, Qiang Yang, Badong Chen |
| 2024 | ICML | Jacobian Regularizer-based Neural Granger Causality. | Wanqi Zhou, Shuanghao Bai, Shujian Yu, Qibin Zhao, Badong Chen |
| 2024 | ISCAS | EEG Emotion Recognition Based on Dynamic Graph Neural Networks. | Yi Guo, Chao Tang, Hao Wu, Badong Chen |
| 2023 | AAAI | Learning to Generate an Unbiased Scene Graph by Using Attribute-Guided Predicate Features. | Lei Wang, Zejian Yuan, Badong Chen |
| 2023 | ICASSP | Towards a More Stable and General Subgraph Information Bottleneck. | Hongzhi Liu, Kaizhong Zheng, Shujian Yu, Badong Chen |
| 2023 | ICASSP | Sequential Invariant Information Bottleneck. | Yichen Zhang, Shujian Yu, Badong Chen |
| 2023 | ICASSP | Identification of Predictive Subnetwork for Brain Network-Based Psychiatric Diagnosis: An Information-Theoretic Perspective. | Kaizhong Zheng, Shujian Yu, Badong Chen |
| 2023 | IJCNN | Adaptive sparseness for correntropy-based robust regression via automatic relevance determination. | Yuanhao Li, Badong Chen, Okito Yamashita, Natsue Yoshimura, Yasuharu Koike |
| 2022 | ICASSP | Multi-View Information Bottleneck Without Variational Approximation. | Qi Zhang, Shujian Yu, Jingmin Xin, Badong Chen |
| 2021 | ICRA | Robust Motion Averaging under Maximum Correntropy Criterion. | Jihua Zhu, Jie Hu, Huimin Lu, Badong Chen, Zhongyu Li, Yaochen Li |
| 2020 | IJCNN | Robust Sparse Channel Estimation Based on Maximum Mixture Correntropy Criterion. | Mingfei Lu, Lei Xing, Nanning Zheng, Badong Chen |
| 2019 | ICASSP | An Enhanced Hierarchical Extreme Learning Machine with Random Sparse Matrix Based Autoencoder. | Tianlei Wang, Xiaoping Lai, Jiuwen Cao, Chi-Man Vong, Badong Chen |
| 2019 | ISCAS | Dual Graph Regularized Sparse Nonnegative Matrix Factorization for Data Representation. | Siyuan Peng, Wee Ser, Zhiping Lin, Badong Chen |
| 2018 | HPCC | An Incremental Self-Learning Algorithm with Robustness against Impulsive Noise. | Rong-Jing Bao, Hai-Jun Rong, Jing Yang, Badong Chen |
| 2018 | IJCNN | A Unified Framework of Random Feature KLMS Algorithms and Convergence Analysis. | Jiyao Dong, Yunfei Zheng, Badong Chen |
| 2018 | IJCNN | Augmented Space Linear Model. | Zhengda Qin, Badong Chen, Nanning Zheng, Jos C. Prncipe |
| 2018 | IJCNN | Incremental Adaptive EEG Classification of Motor Imagery-based BCI. | Hai-Jun Rong, Changjun Li, Rong-Jing Bao, Badong Chen |
| 2018 | IJCNN | Robust Locality Preserving Projection Based on Kernel Risk-Sensitive Loss. | Lei Xing, Yunqi Mi, Yuanhao Li, Badong Chen |
| 2018 | IJCNN | Generalized Maximum Correntropy-Based Echo State Network for Robust Nonlinear System Identification. | Changhao Zhang, Yu Guo, Fei Wang, Badong Chen |
| 2018 | ISCAS | Robust sparse nonnegative matrix factorization based on maximum correntropy criterion. | Siyuan Peng, Wee Ser, Zhiping Lin, Badong Chen |
| 2018 | SMC | Precise Point Set Registration with Color Assisted and Correntropy for 3D Reconstruction. | Teng Wan, Shaoyi Du, Yiting Xu, Guanglin Xu, Yang Yang, Yue Gao, Badong Chen |
| 2018 | SMC | Building Correspondence Based on Matching Triangles for Partial Registration. | Yiting Xu, Shaoyi Du, Teng Wan, Yang Yang, Badong Chen, Yue Gao |
| 2017 | FUSION | Quaternion least mean kurtosis algorithm for adaptive filtering of 3D and 4D signal processes. | Tao Chen, Badong Chen, Wentao Ma, Lei Sun |
| 2017 | FUSION | Bias-compensated normalized least mean absolute deviation algorithm with noisy input. | Wentao Ma, Dongqiao Zheng, Zhiyu Zhang, Badong Chen |
| 2017 | ICASSP | Steady-state mean square performance of a sparsified kernel least mean square algorithm. | Badong Chen, Zhengda Qin, Lei Sun |
| 2017 | ICASSP | Kernel least mean square based on conjugate gradient. | Siyuan Peng, Zongze Wu, Wentao Ma, Badong Chen |
| 2017 | IJCNN | Random fourier feature kernel recursive least squares. | Zhengda Qin, Badong Chen, Nanning Zheng |
| 2017 | SMC | Robust 2D point set matching with Kernel mean P-power error loss. | Yang Yang, Weile Chen, Badong Chen, Shaoyi Du, Lei Xiong |
| 2016 | CVPR | Similarity Learning with Spatial Constraints for Person Re-identification. | Dapeng Chen, Zejian Yuan, Badong Chen, Nanning Zheng |
| 2016 | ICASSP | A parameter-free Cauchy-Schwartz information measure for independent component analysis. | Lei Sun, Badong Chen, Kar-Ann Toh, Zhiping Lin |
| 2016 | IJCNN | Multiple adaptive kernel size KLMS for Beijing PM2.5 prediction. | Zheng Cao, Shujian Yu, Guibiao Xu, Badong Chen, Jos C. Prncipe |
| 2016 | IJCNN | Kernel adaptive filtering under generalized Maximum Correntropy Criterion. | Yicong He, Fei Wang, Jing Yang, Hai-Jun Rong, Badong Chen |
| 2016 | IJCNN | Extended Kalman filter under maximum correntropy criterion. | Xi Liu, Hua Qu, Ji-hong Zhao, Badong Chen |
| 2016 | IJCNN | A dictionary based survival error compensation for robust adaptive filtering. | Lei Sun, Badong Chen, Jie Yang, Ronghua Zhou, Qing Nie, Aihua Wang |
| 2016 | IJCNN | Density-dependent quantized kernel least mean square. | Bao Xi, Lei Sun, Badong Chen, Jianji Wang, Nanning Zheng, Jos C. Prncipe |
| 2016 | IJCNN | Least mean p-power extreme learning machine for obstacle avoidance of a mobile robot. | Jing Yang, Pengpeng Chen, Hai-Jun Rong, Badong Chen |
| 2016 | IJCNN | ADMM for maximum correntropy criterion. | Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng |
| 2016 | ISCAS | A reconfigurable parallel FPGA accelerator for the adapt-then-combine diffusion LMS algorithm. | Qihang Yu, Yongqiang Ma, Badong Chen, Jos Carlos Prncipe, Nanning Zheng, Pengju Ren |
| 2015 | ASPDAC | A 128-way FPGA platform for the acceleration of KLMS algorithm. | Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren |
| 2015 | ASPDAC | A real-time permutation entropy computation for EEG signals. | Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren |
| 2015 | ICASSP | Sparsity aware minimum error entropy algorithms. | Wentao Ma, Hua Qu, Ji-hong Zhao, Badong Chen, Jos C. Prncipe |
| 2015 | ICCV | Illumination Robust Color Naming via Label Propagation. | Yuanliu Liu, Zejian Yuan, Badong Chen, Jianru Xue, Nanning Zheng |
| 2015 | IJCNN | Exponential C-Loss for data fitting. | Badong Chen, Ren Wang, Nanning Zheng, Jos C. Prncipe |
| 2015 | IJCNN | On initial convergence behavior of the kernel least mean square algorithm. | Badong Chen, Ren Wang, Nanning Zheng, Jos C. Prncipe |
| 2015 | IJCNN | A variable step-size adaptive algorithm under maximum correntropy criterion. | Ren Wang, Badong Chen, Nanning Zheng, Jos C. Prncipe |
| 2015 | IJCNN | A switch kernel width method of correntropy for channel estimation. | Weihua Wang, Ji-hong Zhao, Hua Qu, Badong Chen, Jos C. Prncipe |
| 2015 | KSEM | fMRI Visual Image Reconstruction Using Sparse Logistic Regression with a Tunable Regularization Parameter. | Hao Wu, Jiayi Wang, Badong Chen, Nanning Zheng |
| 2014 | ICARCV | Empirical survival error potential weighted least squares for binary pattern classification. | Lei Sun, Kar-Ann Toh, Zhiping Lin, Badong Chen |
| 2014 | ICARCV | Hybrid affine projection algorithm. | Xiaohan Yang, Hua Qu, Ji-hong Zhao, Badong Chen |
| 2014 | ICASSP | Feature selection based on survival Cauchy-Schwartz mutual information. | Badong Chen, Xiaohan Yang, Hua Qu, Ji-hong Zhao, Nanning Zheng, Jos C. Prncipe |
| 2014 | ICASSP | Sparse kernel recursive least squares using L1 regularization and a fixed-point sub-iteration. | Badong Chen, Nanning Zheng, Jos C. Prncipe |
| 2014 | ICONIP | Online Nonlinear Granger Causality Detection by Quantized Kernel Least Mean Square. | Hong Ji, Badong Chen, Zejian Yuan, Nanning Zheng, Andreas Keil, Jos C. Prncipe |
| 2014 | IJCNN | Trimmed affine projection algorithms. | Badong Chen, Xiaohan Yang, Hong Ji, Hua Qu, Nanning Zheng, Jos C. Prncipe |
| 2014 | IJCNN | Kernel robust mixed-norm adaptive filtering. | Jin Liu, Hua Qu, Badong Chen, Wentao Ma |
| 2014 | IJCNN | Hardware implementation of KLMS algorithm using FPGA. | Xiaowei Ren, Pengju Ren, Badong Chen, Tai Min, Nanning Zheng |
| 2013 | IJCNN | Survival kernel with application to kernel adaptive filtering. | Badong Chen, Nanning Zheng, Jos C. Prncipe |
| 2013 | IJCNN | Kernel adaptive filtering with confidence intervals. | Kan Li, Badong Chen, Jos C. Prncipe |
| 2012 | IJCNN | Online efficient learning with quantized KLMS and L1 regularization. | Badong Chen, Songlin Zhao, Sohan Seth, Jos C. Prncipe |
| 2012 | IJCNN | An adaptive kernel width update for correntropy. | Songlin Zhao, Badong Chen, Jos C. Prncipe |
| 2011 | IJCNN | Kernel adaptive filtering with maximum correntropy criterion. | Songlin Zhao, Badong Chen, Jos C. Prncipe |
| 2011 | IJCNN | Extended Kalman filter using a kernel recursive least squares observer. | Pingping Zhu, Badong Chen, Jos C. Prncipe |
| 2008 | IJCNN | Adaptive filtering for desired error distribution under minimum information divergence criterion. | Jinchun Hu, Badong Chen, Fuchun Sun, Zengqi Sun |