| 2025 | ICRA | Diff-Refiner: Enhancing Multi-Agent Trajectory Prediction with a Plug-and-Play Diffusion Refiner. | Xiangzheng Zhou, Xiaobo Chen, Jian Yang |
| 2022 | ICPR | Intention-aware Transformer with Adaptive Social and Temporal Learning for Vehicle Trajectory Prediction. | Yu Hu, Xiaobo Chen |
| 2018 | AAAI | Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis. | Changqing Zhang, Ehsan Adeli, Tao Zhou, Xiaobo Chen, Dinggang Shen |
| 2018 | ICPR | Improved Robust Discriminant Analysis for Feature Extraction. | Xiaobo Chen |
| 2018 | ICPR | An Improved Self-Representation Approach for Missing Value Imputation. | Xiaobo Chen |
| 2017 | MICCAI | Inter-subject Similarity Guided Brain Network Modeling for MCI Diagnosis. | Yu Zhang, Han Zhang, Xiaobo Chen, Mingxia Liu, Xiaofeng Zhu, Dinggang Shen |
| 2017 | MICCAI | Constructing Multi-frequency High-Order Functional Connectivity Network for Diagnosis of Mild Cognitive Impairment. | Yu Zhang, Han Zhang, Xiaobo Chen, Dinggang Shen |
| 2017 | MICCAI | Learning-Based Estimation of Functional Correlation Tensors in White Matter for Early Diagnosis of Mild Cognitive Impairment. | Lichi Zhang, Han Zhang, Xiaobo Chen, Qian Wang, Pew-Thian Yap, Dinggang Shen |
| 2016 | MICCAI | Ensemble Hierarchical High-Order Functional Connectivity Networks for MCI Classification. | Xiaobo Chen, Han Zhang, Dinggang Shen |
| 2016 | MICCAI | Outcome Prediction for Patient with High-Grade Gliomas from Brain Functional and Structural Networks. | Luyan Liu, Han Zhang, Islem Rekik, Xiaobo Chen, Qian Wang, Dinggang Shen |
| 2016 | MICCAI | Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis. | Xi Yang, Yan Jin, Xiaobo Chen, Han Zhang, Gang Li, Dinggang Shen |
| 2016 | MICCAI | Correlation-Weighted Sparse Group Representation for Brain Network Construction in MCI Classification. | Renping Yu, Han Zhang, Le An, Xiaobo Chen, Zhihui Wei, Dinggang Shen |
| 2014 | ICPR | An Improved Linear Discriminant Analysis with L1-Norm for Robust Feature Extraction. | Xiaobo Chen, Jian Yang, Zhong Jin |
| 2013 | ICNC | Improved twin support vector machine using total margin and graph embedding. | Xiaobo Chen, Qirong Mao, Fei Han, Jun Liang |
| 2012 | ICPR | Large margin null space discriminant analysis with applications to face recognition. | Xiaobo Chen, Jian Yang, Wankou Yang |
| 2011 | ICIP | Real-time affine invariant patch matching using DCT descriptor and affine space quantization. | Xiaobo Chen, Feng Ye, Fuguo Zhu, Aidong Men |
| 2010 | ICNC | Research on a new method of subpixel location using GA. | Yinghua Yang, Zhenhao Tang, Xiaobo Chen |
| 2006 | ISDA | Decentralized Output-Feedback Guaranteed Cost Control of Uncertain Interconnected Time-Delay System. | Xiaobo Chen, Xiaozhi Liu, Shukai Qin, Yinghua Yang |