The study of car rear-end warning model based on MAS and behaviour. - Jun Liang 004; Long Chen 003; Xiaobo Chen 001 (Int. J. Comput. Appl. Technol., 2010)

Localized twin SVM via convex minimization. - Qiaolin Ye; Chunxia Zhao; Ning Ye; Xiaobo Chen 001 (Neurocomputing, 2011)

Optimal Locality Regularized Least Squares Support Vector Machine via Alternating Optimization. - Xiaobo Chen 001; Jian Yang 003; Jun Liang 004 (Neural Process. Lett., 2011)

Recursive projection twin support vector machine via within-class variance minimization. - Xiaobo Chen 001; Jian Yang 003; Qiaolin Ye; Jun Liang 004 (Pattern Recognit., 2011)

Large margin null space discriminant analysis with applications to face recognition. - Xiaobo Chen 001; Jian Yang 003; Wankou Yang (ICPR, 2012)

Recursive robust least squares support vector regression based on maximum correntropy criterion. - Xiaobo Chen 001; Jian Yang 003; Jun Liang 004; Qiaolin Ye (Neurocomputing, 2012)

A flexible support vector machine for regression. - Xiaobo Chen 001; Jian Yang 003; Jun Liang 004 (Neural Comput. Appl., 2012)

Smooth twin support vector regression. - Xiaobo Chen 001; Jian Yang 003; Jun Liang 004; Qiaolin Ye (Neural Comput. Appl., 2012)

Discriminant Kernel Learning Using Hybrid Regularization. - Jun Liang 004; Long Chen 003; Xiaobo Chen 001 (Neural Process. Lett., 2012)

A feature selection method for nonparallel plane support vector machine classification. - Qiaolin Ye; Chunxia Zhao; Ning Ye; Hao Zheng; Xiaobo Chen 001 (Optim. Methods Softw., 2012)

Recursive "concave-convex" Fisher Linear Discriminant with applications to face, handwritten digit and terrain recognition. - Qiaolin Ye; Chunxia Zhao; Haofeng Zhang 001; Xiaobo Chen 001 (Pattern Recognit., 2012)

Improved twin support vector machine using total margin and graph embedding. - Xiaobo Chen 001; Qirong Mao; Fei Han 001; Jun Liang 004 (ICNC, 2013)

Regularized least squares fisher linear discriminant with applications to image recognition. - Xiaobo Chen 001; Jian Yang 003; Qirong Mao; Fei Han 001 (Neurocomputing, 2013)

Complete large margin linear discriminant analysis using mathematical programming approach. - Xiaobo Chen 001; Jian Yang 003; David Zhang 001; Jun Liang 004 (Pattern Recognit., 2013)

An Improved Linear Discriminant Analysis with L1-Norm for Robust Feature Extraction. - Xiaobo Chen 001; Jian Yang 003; Zhong Jin (ICPR, 2014)

Structural max-margin discriminant analysis for feature extraction. - Xiaobo Chen 001; Yan Xiao; Yinfeng Cai; Long Chen 003 (Knowl. Based Syst., 2014)

An improved robust and sparse twin support vector regression via linear programming. - Xiaobo Chen 001; Jian Yang 003; Long Chen 003 (Soft Comput., 2014)

Modified Adaptive Gaussian Filter for Removal of Salt and Pepper Noise. - Zuoyong Li; Kezong Tang; Yong Cheng; Xiaobo Chen 001; Chongbo Zhou (KSII Trans. Internet Inf. Syst., 2015)

Discriminant feature extraction for image recognition using complete robust maximum margin criterion. - Xiaobo Chen 001; Yingfeng Cai; Long Chen 003; Zuoyong Li (Mach. Vis. Appl., 2015)

Ensemble Hierarchical High-Order Functional Connectivity Networks for MCI Classification. - Xiaobo Chen 001; Han Zhang 002; Dinggang Shen (MICCAI (2), 2016)

Outcome Prediction for Patient with High-Grade Gliomas from Brain Functional and Structural Networks. - Luyan Liu; Han Zhang 002; Islem Rekik; Xiaobo Chen 001; Qian Wang 001; Dinggang Shen (MICCAI (2), 2016)

Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis. - Xi Yang; Yan Jin 001; Xiaobo Chen 001; Han Zhang 002; Gang Li 001; Dinggang Shen (MLMI@MICCAI, 2016)

Correlation-Weighted Sparse Group Representation for Brain Network Construction in MCI Classification. - Renping Yu; Han Zhang 002; Le An; Xiaobo Chen 001; Zhihui Wei; Dinggang Shen (MICCAI (1), 2016)

Hypergraph Partitioning for Video Event Detection. - Xiaojun Chen 005; Bao-Ding Chen; Hui Xu; Jian-Guo Zhang; Jia Ke; Wen-Xin Wang; Xin-Ping Song; Xiao-Ming Jiang; Manrong Wang; Xiaobo Chen 001; Qian-Qian Zhang; Wen-Hong Cai (SOSE, 2016)

Complex Event Detection in Video Streams. - Jia Ke; Xiaojun Chen 005; Bao-Ding Chen; Hui Xu; Jian-Guo Zhang; Xiao-Ming Jiang; Manrong Wang; Xiaobo Chen 001; Qian-Qian Zhang; Wen-Hong Cai (SOSE, 2016)

Multilevel framework to handle object occlusions for real-time tracking. - Yingfeng Cai; Hai Wang 003; Xiaobo Chen 001; Long Chen 003 (IET Image Process., 2016)

Manifold Regularized Proximal Support Vector Machine via Generalized Eigenvalue. - Jun Liang 004; Feiyun Zhang; Xiao-xia Xiong; Xiaobo Chen 001; Long Chen 003; Guo-hui Lan (Int. J. Comput. Intell. Syst., 2016)

Night-Time Vehicle Sensing in Far Infrared Image with Deep Learning. - Hai Wang 003; Yingfeng Cai; Xiaobo Chen 001; Long Chen 003 (J. Sensors, 2016)

Complex video event detection via pairwise fusion of trajectory and multi-label hypergraphs. - Xiaojun Chen 005; Yongzhao Zhan; Jia Ke; Xiaobo Chen 001 (Multim. Tools Appl., 2016)

Occluded vehicle detection with local connected deep model. - Hai Wang 003; Yingfeng Cai; Xiaobo Chen 001; Long Chen 003 (Multim. Tools Appl., 2016)

Learning Pairwise-Similarity Guided Sparse Functional Connectivity Network for MCI Classification. - Xiaobo Chen 001; Han Zhang 002; Yu Zhang 009; Zuoyong Li; Dinggang Shen (ACPR, 2017)

Inter-subject Similarity Guided Brain Network Modeling for MCI Diagnosis. - Yu Zhang 009; Han Zhang 002; Xiaobo Chen 001; Mingxia Liu 001; Xiaofeng Zhu 001; Dinggang Shen (MLMI@MICCAI, 2017)

Constructing Multi-frequency High-Order Functional Connectivity Network for Diagnosis of Mild Cognitive Impairment. - Yu Zhang 009; Han Zhang 002; Xiaobo Chen 001; Dinggang Shen (CNI@MICCAI, 2017)

Learning-Based Estimation of Functional Correlation Tensors in White Matter for Early Diagnosis of Mild Cognitive Impairment. - Lichi Zhang; Han Zhang 002; Xiaobo Chen 001; Qian Wang 001; Pew-Thian Yap; Dinggang Shen (Patch-MI@MICCAI, 2017)

Spatiotemporal variable and parameter selection using sparse hybrid genetic algorithm for traffic flow forecasting. - Xiaobo Chen 001; Zhongjie Wei; Xiang Liu; Yingfeng Cai; Zuoyong Li; Feng Zhao 006 (Int. J. Distributed Sens. Networks, 2017)

Ensemble correlation-based low-rank matrix completion with applications to traffic data imputation. - Xiaobo Chen 001; Zhongjie Wei; Zuoyong Li; Jun Liang 004; Yingfeng Cai; Bob Zhang 001 (Knowl. Based Syst., 2017)

Improved combined invariant moment for moving targets classification. - Xiaojun Chen 005; Jia Ke; Yongzhao Zhan; Xiaobo Chen 001; Qian-Qian Zhang; Xiao-Ming Jiang; Xin-Ping Song; Bao-Ding Chen; Hui Xu; Jian-Guo Zhang (Multim. Tools Appl., 2017)

A cloud computing architecture for characterization and classification of moving object. - Xiaojun Chen 005; Jia Ke; Tianming Zhan; Wen-Xin Wang; Yongzhao Zhan; Xiaobo Chen 001; Xin-Ping Song (Multim. Tools Appl., 2017)

Hierarchical High-Order Functional Connectivity Networks and Selective Feature Fusion for MCI Classification. - Xiaobo Chen 001; Han Zhang 002; Seong-Whan Lee; Dinggang Shen (Neuroinformatics, 2017)

Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis. - Changqing Zhang; Ehsan Adeli 001; Tao Zhou 002; Xiaobo Chen 001; Dinggang Shen (AAAI, 2018)

Nonconvex lp-Norm Regularized Sparse Self-Representation for Traffic Sensor Data Recovery. - Xiaobo Chen 001; Yingfeng Cai; Qingchao Liu; Lei Chen 011 (IEEE Access, 2018)

Ensemble Learning Multiple LSSVR With Improved Harmony Search Algorithm for Short-Term Traffic Flow Forecasting. - Xiaobo Chen 001; Xinwen Cai; Jun Liang 004; Qingchao Liu (IEEE Access, 2018)

Traffic State Spatial-Temporal Characteristic Analysis and Short-Term Forecasting Based on Manifold Similarity. - Qingchao Liu; Yingfeng Cai; Haobin Jiang; Xiaobo Chen 001; Jian Lu (IEEE Access, 2018)

Graph regularized local self-representation for missing value imputation with applications to on-road traffic sensor data. - Xiaobo Chen 001; Yingfeng Cai; Qiaolin Ye; Lei Chen 011; Zuoyong Li (Neurocomputing, 2018)

A Novel Method for Air Quality Data Imputation by Nuclear Norm Minimization. - Xiaobo Chen 001; Yan Xiao (J. Sensors, 2018)

Vehicle Detection by Fusing Part Model Learning and Semantic Scene Information for Complex Urban Surveillance. - Yingfeng Cai; Ze Liu; Hai Wang 003; Xiaobo Chen 001; Long Chen 003 (Sensors, 2018)

Kernel Sparse Representation with Hybrid Regularization for On-Road Traffic Sensor Data Imputation. - Xiaobo Chen 001; Cheng Chen; Yingfeng Cai; Hai Wang 003; Qiaolin Ye (Sensors, 2018)

A Vehicle Recognition Algorithm Based on Deep Transfer Learning with a Multiple Feature Subspace Distribution. - Hai Wang 003; Yijie Yu; Yingfeng Cai; Long Chen 003; Xiaobo Chen 001 (Sensors, 2018)

Brain Network Construction and Classification Toolbox (BrainNetClass). - Zhen Zhou 004; Xiaobo Chen 001; Yu Zhang 009; Lishan Qiao; Renping Yu; Gang Pan 001; Han Zhang 002; Dinggang Shen (CoRR, 2019)

A Comparative Study of State-of-the-Art Deep Learning Algorithms for Vehicle Detection. - Hai Wang 003; Yijie Yu; Yingfeng Cai; Xiaobo Chen 001; Long Chen 003; Qingchao Liu (IEEE Intell. Transp. Syst. Mag., 2019)

Strength and similarity guided group-level brain functional network construction for MCI diagnosis. - Yu Zhang 009; Han Zhang 002; Xiaobo Chen 001; Mingxia Liu 001; Xiaofeng Zhu 001; Seong-Whan Lee; Dinggang Shen (Pattern Recognit., 2019)

Multi-Class ASD Classification Based on Functional Connectivity and Functional Correlation Tensor via Multi-Source Domain Adaptation and Multi-View Sparse Representation. - Jun Wang 024; Lichi Zhang; Qian Wang 001; Lei Chen 011; Jun Shi 004; Xiaobo Chen 001; Zuoyong Li; Dinggang Shen (IEEE Trans. Medical Imaging, 2020)

Geometric projection twin support vector machine for pattern classification. - Xiaobo Chen 001; Yan Xiao (Multim. Tools Appl., 2021)

A Topology-Based Stereo Matching Method for One Shot 3D Measurement Using Coded Spot-Array Structured Light. - Junhui Mei; Xiao Yang 005; Zhenxin Wang; Xiaobo Chen 001; Juntong Xi (Sensors, 2021)

A Comprehensive Performance Evaluation of 3-D Transformation Estimation Techniques in Point Cloud Registration. - Bao Zhao; Xiaobo Chen 001; Xinyi Le; Juntong Xi; Zhaohong Jia (IEEE Trans. Instrum. Meas., 2021)

Soft-Weighted-Average Ensemble Vehicle Detection Method Based on Single-Stage and Two-Stage Deep Learning Models. - Hai Wang 003; Yijie Yu; Yingfeng Cai; Xiaobo Chen 001; Long Chen 003; Yicheng Li (IEEE Trans. Intell. Veh., 2021)

Multi-view Classification via Twin Projection Vector Machine with Application to EEG-Based Driving Fatigue Detection. - Xiaobo Chen 001; Yuxiang Gao (DMBD (1), 2022)

Intention-aware Transformer with Adaptive Social and Temporal Learning for Vehicle Trajectory Prediction. - Yu Hu 010; Xiaobo Chen 001 (ICPR, 2022)

Multiple imputation method of missing credit risk assessment data based on generative adversarial networks. - Feng Zhao 006; Yan Lu; Xinning Li; Lina Wang; Yingjie Song; Deming Fan; Caiming Zhang 001; Xiaobo Chen 001 (Appl. Soft Comput., 2022)

Identifying depression disorder using multi-view high-order brain function network derived from electroencephalography signal. - Feng Zhao 006; Tianyu Gao; Zhi Cao; Xiaobo Chen 001; Yanyan Mao; Ning Mao; Yande Ren (Frontiers Comput. Neurosci., 2022)

A Novel Spatiotemporal Data Low-Rank Imputation Approach for Traffic Sensor Network. - Xiaobo Chen 001; Shurong Liang; Zhihao Zhang; Feng Zhao 006 (IEEE Internet Things J., 2022)

3D Metrology Using One Camera with Rotating Anamorphic Lenses. - Xiaobo Chen 001; Jinkai Zhang; Juntong Xi (Sensors, 2022)

Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis. - Yu Zhang 009; Han Zhang 002; Ehsan Adeli 001; Xiaobo Chen 001; Mingxia Liu 001; Dinggang Shen (IEEE Trans. Cybern., 2022)

Vehicle Trajectory Prediction Based on Intention-Aware Non-Autoregressive Transformer With Multi-Attention Learning for Internet of Vehicles. - Xiaobo Chen 001; Huanjia Zhang; Feng Zhao 006; Yingfeng Cai; Hai Wang 003; Qiaolin Ye (IEEE Trans. Instrum. Meas., 2022)

Exposure Map Fusion for Precise 3-D Reconstruction of High Dynamic Range Surfaces. - Ji Li; Jingtian Guan; Xiaobo Chen 001; Xinyi Le; Juntong Xi (IEEE Trans. Instrum. Meas., 2022)

Intention-Aware Vehicle Trajectory Prediction Based on Spatial-Temporal Dynamic Attention Network for Internet of Vehicles. - Xiaobo Chen 001; Huanjia Zhang; Feng Zhao 006; Yu Hu 010; Chenkai Tan; Jian Yang 003 (IEEE Trans. Intell. Transp. Syst., 2022)

Learning Robust Discriminant Subspace Based on Joint L₂, ₚ- and L₂, ₛ-Norm Distance Metrics. - Liyong Fu; Zechao Li; Qiaolin Ye; Hang Yin; Qingwang Liu; Xiaobo Chen 001; Xijian Fan; Wankou Yang; Guowei Yang 002 (IEEE Trans. Neural Networks Learn. Syst., 2022)

A Novel Nonconvex Low-Rank Tensor Completion Approach for Traffic Sensor Data Recovery From Incomplete Measurements. - Xiaobo Chen 001; Kaiyuan Wang; Zuoyong Li; Yu Zhang 009; Qiaolin Ye (IEEE Trans. Instrum. Meas., 2023)

Global-Local Discriminative Representation Learning Network for Viewpoint-Aware Vehicle Re-Identification in Intelligent Transportation. - Xiaobo Chen 001; Haoze Yu; Feng Zhao 006; Yu Hu 010; Zuoyong Li (IEEE Trans. Instrum. Meas., 2023)

A Novel Local Feature Descriptor and an Accurate Transformation Estimation Method for 3-D Point Cloud Registration. - Bao Zhao; Jiahui Yue; Zhen Tang; Xiaobo Chen 001; Xianyong Fang; Xinyi Le (IEEE Trans. Instrum. Meas., 2023)

VNAGT: Variational Non-Autoregressive Graph Transformer Network for Multi-Agent Trajectory Prediction. - Xiaobo Chen 001; Huanjia Zhang; Yu Hu 010; Jun Liang 004; Hai Wang 003 (IEEE Trans. Veh. Technol., 2023)

Driving Style Feature Extraction and Recognition Based on Hyperdimensional Computing and Semi-Supervised Twin Projection Vector Machine. - Xiaobo Chen 001; Yuxiang Gao; Haoze Yu; Hai Wang 003; Yingfeng Cai (IEEE Trans. Intell. Transp. Syst., 2023)

Rectifying inaccurate unsupervised learning for robust time series anomaly detection. - Zejian Chen; Zuoyong Li; Xinwei Chen; Xiaobo Chen 001; Haoyi Fan; Rong Hu (Inf. Sci., 2024)

Goal-Guided and Interaction-Aware State Refinement Graph Attention Network for Multi-Agent Trajectory Prediction. - Xiaobo Chen 001; Fengbo Luo; Feng Zhao 006; Qiaolin Ye (IEEE Robotics Autom. Lett., 2024)

Unsupervised Cross-Scenario Abnormal Driving Behavior Recognition Using Smartphone Sensor Data. - Xiaobo Chen 001; Yong Wang; Xiaodong Sun 001; Yingfeng Cai (IEEE Internet Things J., 2024)

Kinematic and Joint Compliance Modeling Method to Improve Position Accuracy of a Robotic Vision System. - Fan Ye; Guangpeng Jia; Yukun Wang; Xiaobo Chen 001; Juntong Xi (Sensors, 2024)

Stochastic Non-Autoregressive Transformer-Based Multi-Modal Pedestrian Trajectory Prediction for Intelligent Vehicles. - Xiaobo Chen 001; Huanjia Zhang; Fuwen Deng; Jun Liang 004; Jian Yang 003 (IEEE Trans. Intell. Transp. Syst., 2024)

Pedestrian Crossing Intention Prediction Based on Cross-Modal Transformer and Uncertainty-Aware Multi-Task Learning for Autonomous Driving. - Xiaobo Chen 001; Shilin Zhang; Jun Li 027; Jian Yang 003 (IEEE Trans. Intell. Transp. Syst., 2024)

Multi-Branch Feature Learning Network via Global-Local Self-Distillation for Vehicle Re-Identification. - Xiaobo Chen 001; Haoze Yu; Chuan Hu; Hai Wang 003 (IEEE Trans. Veh. Technol., 2024)

Composite Nonconvex Low-Rank Tensor Completion With Joint Structural Regression for Traffic Sensor Networks Data Recovery. - Xiaobo Chen 001; Kaiyuan Wang; Feng Zhao 006; Fuwen Deng; Qiaolin Ye (IEEE Trans. Comput. Soc. Syst., 2024)

A hypergraph-based dual-path multi-agent trajectory prediction model with topology inferring. - Yu Hu 010; Xiaobo Chen 001; Yongjie Zhou; Hang Yang; Zhou Zhang; Jun Liang 004 (Eng. Appl. Artif. Intell., 2025)

Heterogeneous hypergraph transformer network with cross-modal future interaction for multi-agent trajectory prediction. - Xiangzheng Zhou; Xiaobo Chen 001; Jian Yang 003 (Eng. Appl. Artif. Intell., 2025)

Diversified Distillation Fusion Network for vehicle re-identification. - Huaming Zhang; Xiaobo Chen 001; Haoze Yu; Kok Lay Teo (Expert Syst. Appl., 2025)

Learning a multi-cluster memory prototype for unsupervised video anomaly detection. - Yuntao Wu; Kun Zeng; Zuoyong Li; Zhonghua Peng; Xiaobo Chen 001; Rong Hu (Inf. Sci., 2025)

Adaptive graph transformer with future interaction modeling for multi-agent trajectory prediction. - Xiaobo Chen 001; Junyu Wang; Fuwen Deng; Zuoyong Li (Knowl. Based Syst., 2025)

Traffic Agents Trajectory Prediction Based on Enhanced Bidirectional Recurrent Network and Adaptive Social Interaction Model. - Xiaobo Chen 001; Yuwen Liang; Chuan Hu; Hai Wang 003; Qiaolin Ye (IEEE Trans Autom. Sci. Eng., 2025)

Robust Pedestrian Crossing Intention Prediction via Uncertainty-Guided Transformer Ensemble Network for Autonomous Driving. - Xiaobo Chen 001; Shilin Zhang; Wei Xu; Dapeng Cheng; Lei Yang (IEEE Trans. Instrum. Meas., 2025)

Deformable Cross-Attention Transformer for Weakly Aligned RGB-T Pedestrian Detection. - Yu Hu 010; Xiaobo Chen 001; Sheng Wang; Luyang Liu; Hengyang Shi; Lihong Fan; Jing Tian; Jun Liang 004 (IEEE Trans. Multim., 2025)

Edge-Enhanced Heterogeneous Graph Transformer With Priority-Based Feature Aggregation for Multi-Agent Trajectory Prediction. - Xiangzheng Zhou; Xiaobo Chen 001; Jian Yang 003 (IEEE Trans. Intell. Transp. Syst., 2025)

Multibranch Attentive Transformer With Joint Temporal and Social Correlations for Traffic Agents Trajectory Prediction. - Xiaobo Chen 001; Yuwen Liang; Junyu Wang; Qiaolin Ye; Yingfeng Cai (IEEE Trans. Comput. Soc. Syst., 2025)

Robust Multiple Flat Projections Clustering With Truncated Distance Maximization Constraints. - Jie Yang; Zhao Zhang 001; Xiaobo Chen 001; Zhongqi Xu; Liyong Fu; Qiaolin Ye (IEEE Trans. Cybern., 2025)