Online Learning Dynamics of Radial Basis Function Neural Networks near the Singularity. - Haikun Wei; Shun-ichi Amari (IJCNN, 2006)

Eigenvalue Analysis on Singularity in RBF networks. - Haikun Wei; Shun-ichi Amari (IJCNN, 2007)

Dynamics of Learning Near Singularities in Layered Networks. - Haikun Wei; Jun Zhang 009; Florent Cousseau; Tomoko Ozeki; Shun-ichi Amari (Neural Comput., 2008)

Dynamics of learning near singularities in radial basis function networks. - Haikun Wei; Shun-ichi Amari (Neural Networks, 2008)

Singularities in the identification of dynamic systems. - Junsheng Zhao; Haikun Wei; Weili Guo; Kanjian Zhang (Neurocomputing, 2014)

Temporal Difference-Based Policy Iteration for Optimal Control of Stochastic Systems. - Kang Cheng 001; Shumin Fei; Kanjian Zhang; Xiaomei Liu; Haikun Wei (J. Optim. Theory Appl., 2014)

Averaged learning equations of error-function-based multilayer perceptrons. - Weili Guo; Haikun Wei; Junsheng Zhao; Kanjian Zhang (Neural Comput. Appl., 2014)

Short-Term Wind Speed Forecasting Using a Multi-model Ensemble. - Chi Zhang; Haikun Wei; Tianhong Liu; Tingting Zhu; Kanjian Zhang (ISNN, 2015)

Theoretical and numerical analysis of learning dynamics near singularity in multilayer perceptrons. - Weili Guo; Haikun Wei; Junsheng Zhao; Kanjian Zhang (Neurocomputing, 2015)

Behavioral modeling of nonlinear RF power amplifiers using ensemble SDBCC network. - Liping Xie; Haikun Wei; Kanjian Zhang (Neurocomputing, 2015)

Optimal timing control of switched stochastic systems. - Xiaomei Liu; Kan-Jian Zhang; Shengtao Li; Shumin Fei; Haikun Wei (IMA J. Math. Control. Inf., 2015)

Natural Gradient Learning Algorithms for RBF Networks. - Junsheng Zhao; Haikun Wei; Chi Zhang; Weiling Li; Weili Guo; Kan-Jian Zhang (Neural Comput., 2015)

Mutual Information with Parameter Determination Approach for Feature Selection in Multivariate Time Series Prediction. - Tianhong Liu; Haikun Wei; Chi Zhang; Kanjian Zhang (EANN, 2016)

Multi-View Exclusive Unsupervised Dimension Reduction for Video-Based Facial Expression Recognition. - Liping Xie; Dacheng Tao; Haikun Wei (IJCAI, 2016)

Estimation of Attractive Stability Region via Homogeneous Parameter-Dependent Quadratic Lyapunov Function for Impulsive Switched Linear System with Saturated Control Input. - Guochen Pang; Kan-Jian Zhang; Haikun Wei (Circuits Syst. Signal Process., 2016)

Automatic feature extraction based structure decomposition method for multi-classification. - Liping Xie; Haikun Wei; Junsheng Zhao; Kanjian Zhang (Neurocomputing, 2016)

Direct interval forecasting of wind speed using radial basis function neural networks in a multi-objective optimization framework. - Chi Zhang; Haikun Wei; Liping Xie; Yu Shen; Kan-Jian Zhang (Neurocomputing, 2016)

Robust stability of positive switched systems with dwell time. - Jinjin Liu; Kan-Jian Zhang; Haikun Wei (Int. J. Syst. Sci., 2016)

Robust optimal control of switched autonomous systems. - Jinjin Liu; Kanjian Zhang; Changyin Sun 001; Haikun Wei (IMA J. Math. Control. Inf., 2016)

Potential-Based Least-Squares Policy Iteration for a Parameterized Feedback Control System. - Kang Cheng 001; Kanjian Zhang; Shumin Fei; Haikun Wei (J. Optim. Theory Appl., 2016)

Probabilistic Hypergraph Optimization for Salient Object Detection. - Jinxia Zhang; Shixiong Fang; Krista A. Ehinger; Weili Guo; Wankou Yang; Haikun Wei (IScIDE, 2017)

Cost-aware virtual machine allocation for off-grid green data centers. - Tingting Zhu; Hai Wang; Haikun Wei (PerCom Workshops, 2017)

On homogeneous parameter-dependent quadratic Lyapunov function for robust fault detection filter design and application. - Guochen Pang; Jinjin Liu; Kanjian Zhang; Haikun Wei (IMA J. Math. Control. Inf., 2017)

Time series forecasting based on wavelet decomposition and feature extraction. - Tianhong Liu; Haikun Wei; Chi Zhang; Kanjian Zhang (Neural Comput. Appl., 2017)

A novel graph-based optimization framework for salient object detection. - Jinxia Zhang; Krista A. Ehinger; Haikun Wei; Kanjian Zhang; Jingyu Yang 001 (Pattern Recognit., 2017)

Erratum to: A novel graph-based optimization framework for salient object detection [Pattern Recognition 64C (2017) 39-50]. - Jinxia Zhang; Krista A. Ehinger; Haikun Wei; Kanjian Zhang; Jingyu Yang 001 (Pattern Recognit., 2017)

Joint Structured Sparsity Regularized Multiview Dimension Reduction for Video-Based Facial Expression Recognition. - Liping Xie; Dacheng Tao; Haikun Wei (ACM Trans. Intell. Syst. Technol., 2017)

Linear Strong Structural Controllability for an n-Link Inverted Pendulum in a Cart. - Xin Xin 004; Kanjian Zhang; Haikun Wei (CDC, 2018)

Influence Area of Overlap Singularity in Multilayer Perceptrons. - Weili Guo; Yuan Yang; Yingjiang Zhou; Yushun Tan; Haikun Wei; Aiguo Song; Guochen Pang (IEEE Access, 2018)

Hypergraph Optimization for Salient Region Detection Based on Foreground and Background Queries. - Jinxia Zhang; Shixiong Fang; Krista A. Ehinger; Haikun Wei; Wankou Yang; Kanjian Zhang; Jingyu Yang 001 (IEEE Access, 2018)

Wind power prediction with missing data using Gaussian process regression and multiple imputation. - Tianhong Liu; Haikun Wei; Kanjian Zhang (Appl. Soft Comput., 2018)

Stability analysis of opposite singularity in multilayer perceptrons. - Weili Guo; Junsheng Zhao; Jinxia Zhang; Haikun Wei; Aiguo Song; Kanjian Zhang (Neurocomputing, 2018)

Multiple Gestalt principles-based graph for salient region detection. - Jinxia Zhang; Shixiong Fang; Haifeng Zhao 002; Guang-Hai Liu 001; Haikun Wei; Lihuan Chen; Kanjian Zhang (J. Electronic Imaging, 2018)

Numerical Analysis near Singularities in RBF Networks. - Weili Guo; Haikun Wei; Yew-Soon Ong; Jaime Rubio Hervas; Junsheng Zhao; Hai Wang; Kanjian Zhang (J. Mach. Learn. Res., 2018)

Semi-supervised Early Event Detection. - Liping Xie; Chen Gong; Jinxia Zhang; Shuo Shan; Haikun Wei (ACPR (2), 2019)

Efficient Early Event Detector for Streaming Sequence. - Liping Xie; Junsheng Zhao; Haikun Wei; Zhun Fan; Guochen Pang (IEEE Access, 2019)

Online Kernel-Based Structured Output SVM for Early Expression Detection. - Liping Xie; Junsheng Zhao; Haikun Wei; Kanjian Zhang; Guochen Pang (IEEE Signal Process. Lett., 2019)

Fisher Information Matrix of Unipolar Activation Function-Based Multilayer Perceptrons. - Weili Guo; Yew-Soon Ong; Yingjiang Zhou; Jaime Rubio Hervas; Aiguo Song; Haikun Wei (IEEE Trans. Cybern., 2019)

Early Expression Detection via Online Multi-Instance Learning With Nonlinear Extension. - Liping Xie; Dacheng Tao; Haikun Wei (IEEE Trans. Neural Networks Learn. Syst., 2019)

An Unsupervised Multi-scale Micro-crack Segmentation Scheme for Multicrystalline Solar Cells. - Weijing Dou; Shuo Shan; Nawei Zhang; Jinxia Zhang; Kanjian Zhang; Haikun Wei (ICSSE, 2020)

A Robust Automatic Method for Removing Projective Distortion of Photovoltaic Modules from Close Shot Images. - Yu Shen; Xinyi Chen; Jinxia Zhang; Liping Xie; Kanjian Zhang; Haikun Wei (PRCV (1), 2020)

A Deep Two-Stage Scheme for Polycrystalline Micro-Crack Detection. - Sirui Chen; Shuo Shan; Liping Xie; Haikun Wei; Jinxia Zhang (PRIS, 2020)

A Multilevel Fire Detection Platform Based on Multi-Source Heterogeneous Information Fusion. - Bichen Hua; Kanjian Zhang; Haikun Wei; Jinxia Zhang; Liping Xie (PRIS, 2020)

Real Walking in Place: HEX-CORE-PROTOTYPE Omnidirectional Treadmill. - Ziyao Wang; Haikun Wei; KanJian Zhang; Liping Xie (VR, 2020)

Omnidirectional Motion Input: The Basis of Natural Interaction in Room-Scale Virtual Reality. - Ziyao Wang; Liping Xie; Haikun Wei; KanJian Zhang; Jinxia Zhang (VR Workshops, 2020)

Event-Triggered Adaptive Fault Tolerant Control for a Class of Uncertain Nonlinear Systems. - Chenglong Zhu; Chenxi Li; Xinyi Chen; Kanjian Zhang; Xin Xin 004; Haikun Wei (Entropy, 2020)

Industrial time series forecasting based on improved Gaussian process regression. - Tianhong Liu; Haikun Wei; Sixing Liu; Kanjian Zhang (Soft Comput., 2020)

Fault Detection Method of Photovoltaic System Based on Power Change of Array. - Chao Tan; Chenxi Li; Kanjian Zhang; Haikun Wei (ACAI, 2021)

Hair Salon: A Geometric Example-Based Method to Generate 3D Hair Data. - Qiaomu Ren; Haikun Wei; Yangang Wang (ICIG (3), 2021)

Kernel Mean Estimation by Marginalized Corrupted Distributions. - Xiaobo Xia; Shuo Shan; Mingming Gong; Nannan Wang 001; Fei Gao 006; Haikun Wei; Tongliang Liu (CoRR, 2021)

A Deep Fourier Neural Network for Seizure Prediction Using Convolutional Neural Network and Ratios of Spectral Power. - Peizhen Peng; Liping Xie; Haikun Wei (Int. J. Neural Syst., 2021)

Robust epileptic seizure prediction with missing values using an improved denoising adversarial autoencoder. - Peizhen Peng; Kanjian Zhang; Haikun Wei (IVSP, 2022)

Sample-Efficient Kernel Mean Estimator with Marginalized Corrupted Data. - Xiaobo Xia; Shuo Shan; Mingming Gong; Nannan Wang 001; Fei Gao 006; Haikun Wei; Tongliang Liu (KDD, 2022)

Domain adaptation for epileptic EEG classification using adversarial learning and Riemannian manifold. - Peizhen Peng; Liping Xie; Kanjian Zhang; Jinxia Zhang; Lu Yang; Haikun Wei (Biomed. Signal Process. Control., 2022)

Efficient Unsupervised Dimension Reduction for Streaming Multiview Data. - Liping Xie; Weili Guo; Haikun Wei; Yuanyan Tang; Dacheng Tao (IEEE Trans. Cybern., 2022)

Variable Fractional-Order Equivalent Circuit Model for Lithium-Ion Battery via Chaotic Adaptive Fractional Particle Swarm Optimization Method. - Deshun Wang; Haikun Wei; Jinhua Xue; Fubao Wu; António M. Lopes 001 (Symmetry, 2022)

A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation. - Jinxia Zhang; Xinyi Chen; Haikun Wei; Kanjian Zhang (CoRR, 2023)

Graph Regularized Structured Output SVM for Early Expression Detection With Online Extension. - Liping Xie; Yong Luo 002; Shun-Feng Su; Haikun Wei (IEEE Trans. Cybern., 2023)

Automatic Detection of Defective Solar Cells in Electroluminescence Images via Global Similarity and Concatenated Saliency Guided Network. - Jinxia Zhang; Yu Shen; Jiacheng Jiang; Shixiong Fang; Liping Chen; Tingting Yan; Zuoyong Li; Kanjian Zhang; Haikun Wei; Weili Guo (IEEE Trans. Ind. Informatics, 2023)

Analysis of regional climate variables by using neural Granger causality. - Shuo Shan; Yiye Wang; Xiangying Xie; Tao Fan; Yushun Xiao; Kanjian Zhang; Haikun Wei (Neural Comput. Appl., 2023)

Angle-Based SLAM on 5G mmWave Systems: Design, Implementation, and Measurement. - Jie Yang 035; Chao-Kai Wen; Jing Xu; Hang Que; Haikun Wei; Shi Jin 002 (IEEE Internet Things J., 2023)

Strolling in Room-Scale VR: Hex-Core-MK1 Omnidirectional Treadmill. - Ziyao Wang; Chiyi Liu; Jialiang Chen; Yao Yao; Dazheng Fang; Zhiyi Shi; Rui Yan; Yiye Wang; KanJian Zhang; Hai Wang; Haikun Wei (IEEE Trans. Vis. Comput. Graph., 2023)

Photovoltaic Array Extraction Algorithm Based on Modified U2Net. - Kai Lang; Yu Shen; Chaoliu Tong; Kanjian Zhang; Haikun Wei (CMLDS, 2024)

A Point Cloud Registration Method for Antarctic Power Cabins Based on an Improved SAC-IA Algorithm. - Junyao Lu; Shuo Shan; Kanjian Zhang; Haikun Wei (ICMLCA, 2024)

Viewpoint Planning for Fuel Leak Detection in Rail-Mounted Inspection Robot. - Sheng Zhu; Shuyue Zhang; Kanjian Zhang; Haikun Wei (ICMLCA, 2024)

A deep learning model for multi-modal spatio-temporal irradiance forecast. - Shuo Shan; Chenxi Li; Yiye Wang; Shixiong Fang; Kanjian Zhang; Haikun Wei (Expert Syst. Appl., 2024)

Lightweight AC Arc Fault Detection Method by Integration of Event-Based Load Classification. - Yang Zhang 068; Hong Cai Chen; Zhe Li; Chuanzhen Jia; Yaping Du 001; Kanjian Zhang; Haikun Wei (IEEE Trans. Ind. Electron., 2024)

Redirected Walking on Omnidirectional Treadmill. - Ziyao Wang; Yiye Wang; Shiqi Yan; Zhongzheng Zhu; KanJian Zhang; Haikun Wei (IEEE Trans. Vis. Comput. Graph., 2024)

Balanced prioritized experience replay in off-policy reinforcement learning. - Zhouwei Lou; Yiye Wang; Shuo Shan; Kanjian Zhang; Haikun Wei (Neural Comput. Appl., 2024)

Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain. - Guang-Bin Huang; M. Brandon Westover; Eng-King Tan; Haibo Wang; Dongshun Cui; Wei-Ying Ma; Tiantong Wang; Qi He; Haikun Wei; Ning Wang; Qiyuan Tian; Kwok-Yan Lam; et al. (Neurocomputing, 2025)

An efficient multimodal attentional principal component analysis for continual learning-based dynamic process monitoring. - Jingxin Zhang 002; Haikun Wei; Kanjian Zhang; James Xiao; Xia Hong 001 (Neurocomputing, 2025)

DICO: Distance-weighted Contrast and Instance Correlation for salient object ranking. - Jinxia Zhang; Xinchao Zhu; Min Huang; Haikun Wei; Shixiong Fang; Kanjian Zhang (Neurocomputing, 2025)

Model-Based Prediction of Grinding Surface Roughness With Error Correction via a Knowledge-Based Fuzzy Broad Learning System. - Zewen Hu; Hong Cai Chen; Kanjian Zhang; Haikun Wei (IEEE Trans. Instrum. Meas., 2025)

Targetless Automatic Edge-to-Edge Extrinsic Calibration of LiDAR-Camera System Based on Pure Laser Reflectivity. - Weijie Zhu; Shuo Shan; Chaoliu Tong; Kanjian Zhang; Haikun Wei (IEEE Trans. Instrum. Meas., 2025)

Circuit Diagram Retrieval Based on Hierarchical Circuit Graph Representation. - Ming Gao; Ruichen Qiu; Zeng Hui Chang; Kanjian Zhang; Haikun Wei; Hong Cai Chen (CoRR, 2025)