| 2026 | ESANN | Ensembling Post-Hoc Image Explanations: When It Works, When It Fails, and How to Tell the Difference. | Luca Oneto, Jinhua Xu, Davide Anguita, Fabio Roli, Jing Yuan |
| 2024 | IJCNN | Anchor Query based Transformer for Lane Detection. | Yu Xing, Jinhua Xu |
| 2023 | ICONIP | Sequential Transformer for End-to-End Person Search. | Long Chen, Jinhua Xu |
| 2023 | ICONIP | P-IoU: Accurate Motion Prediction Based Data Association for Multi-object Tracking. | Xinya Wu, Jinhua Xu |
| 2022 | CVPR | LGT-Net: Indoor Panoramic Room Layout Estimation with Geometry-Aware Transformer Network. | Zhigang Jiang, Zhongzheng Xiang, Jinhua Xu, Ming Zhao |
| 2021 | ICONIP | End-to-End Multiple Object Tracking with Siamese Networks. | Jinyu Qin, Chenhui Huang, Jinhua Xu |
| 2019 | ACML | An Anchor-Free Oriented Text Detector with Connectionist Text Proposal Network. | Chenhui Huang, Jinhua Xu |
| 2019 | IUI | Exploring Principled Visualizations for Deep Network Attributions. | Mukund Sundararajan, Jinhua Xu, Ankur Taly, Rory Sayres, Amir Najmi |
| 2018 | ACML | Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss. | Guopeng Zhang, Jinhua Xu |
| 2018 | ACML | Person Re-identification by Mid-level Attribute and Part-based Identity Learning. | Guopeng Zhang, Jinhua Xu |
| 2017 | CAIP | Learning Discriminative Representation for Skeletal Action Recognition Using LSTM Networks. | Lizhang Hu, Jinhua Xu |
| 2017 | ICONIP | A Spatio-Temporal Convolutional Neural Network for Skeletal Action Recognition. | Lizhang Hu, Jinhua Xu |
| 2017 | ICONIP | Learning Discriminative Convolutional Features for Skeletal Action Recognition. | Jinhua Xu, Yang Xiang, Lizhang Hu |
| 2017 | ICTAI | Body Joints Selection Convolutional Neural Networks for Skeletal Action Recognition. | Lizhang Hu, Jinhua Xu |
| 2016 | AI | Object-Based Representation for Scene Classification. | Xuhui Luo, Jinhua Xu |
| 2015 | ICASSP | Supervised sparse coding with local geometrical constraints. | Hanchao Zhang, Jinhua Xu |
| 2015 | ICONIP | Discriminative Dictionary Learning for Skeletal Action Recognition. | Yang Xiang, Jinhua Xu |
| 2015 | IJCNN | Uncorrelated transferable feature extraction for signal classification in brain-computer interfaces. | Honglei Shi, Jinhua Xu, Shiliang Sun |
| 2015 | IJCNN | Discriminant sparse coding with geometrical constraint. | Hanchao Zhang, Jinhua Xu |
| 2014 | ICONIP | Sparse Coding on Multiple Manifold Data. | Hanchao Zhang, Jinhua Xu |
| 2014 | IJCNN | Supervised Bayesian sparse coding for classification. | Jinhua Xu, Li Ding, Shiliang Sun |
| 2013 | ICDAR | Modeling Local Word Spatial Configurations for Near Duplicate Document Image Retrieval. | Li Liu, Yue Lu, Ching Y. Suen, Jinhua Xu |
| 2013 | ICONIP | A Universal Visual Dictionary Learned from Natural Scenes for Recognition. | Li Ding, Jinhua Xu |
| 2012 | ICONIP | Bayesian Modeling of Visual Attention. | Jinhua Xu |
| 2011 | ICNC | Multiscale saliency using natural statistics. | Yuhong Jia, Jinhua Xu |
| 2011 | ICNC | Visual saliency based on natural scene statistics. | Tiantian Lou, Jinhua Xu |
| 2011 | ICNC | A statistical model based on spatio-temporal features for action recognition. | Jiangrong Ni, Jinhua Xu |
| 2008 | ISKE | A hybrid genetic algorithm for designing feedforward neural networks. | Jinhua Xu, Yue Lu |
| 2008 | ISKE | Handwritten Bangla digit recognition using hierarchical Bayesian network. | Jinwen Xu, Jinhua Xu, Yue Lu |
| 2007 | ICNC | A Combined Genetic Algorithm and Orthogonal Transformation for Designing Feedforward Neural Networks. | Jinhua Xu, Yue Lu, Daniel W. C. Ho |
| 2006 | ISNN | A Node Pruning Algorithm Based on Optimal Brain Surgeon for Feedforward Neural Networks. | Jinhua Xu, Daniel W. C. Ho |
| 2006 | PRICAI | GA Optimized Wavelet Neural Networks. | Jinhua Xu |
| 2005 | ICNC | A Constructive Algorithm for Wavelet Neural Networks. | Jinhua Xu, Daniel W. C. Ho |