| 2020 | ICPR | Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video. | Pu Li, Xiaobai Liu |
| 2020 | IJCNN | Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours. | Pu Li, Xiaobai Liu, K. J. Palmer, Erica Fleishman, Douglas Gillespie, Eva-Marie Nosal, Yu Shiu, Holger Klinck, Danielle Cholewiak, Tyler A. Helble, Marie A. Roch |
| 2018 | AAAI | Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation. | Haoshu Fang, Yuanlu Xu, Wenguan Wang, Xiaobai Liu, Song-Chun Zhu |
| 2018 | CVPR | A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects. | Yuanlu Xu, Lei Qin, Xiaobai Liu, Jianwen Xie, Song-Chun Zhu |
| 2018 | IJCAI | Unsupervised Learning based Jump-Diffusion Process for Object Tracking in Video Surveillance. | Xiaobai Liu, Donovan Lo, Chau Thuan |
| 2017 | AAAI | Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing. | Yuanlu Xu, Xiaobai Liu, Lei Qin, Song-Chun Zhu |
| 2017 | IJCAI | Single-Image 3D Scene Parsing Using Geometric Commonsense. | Chengcheng Yu, Xiaobai Liu, Song-Chun Zhu |
| 2016 | AAAI | Multi-View 3D Human Tracking in Crowded Scenes. | Xiaobai Liu |
| 2016 | CVPR | Multi-view People Tracking via Hierarchical Trajectory Composition. | Yuanlu Xu, Xiaobai Liu, Yang Liu, Song-Chun Zhu |
| 2016 | IJCAI | A Stochastic Image Grammar for Fine-Grained 3D Scene Reconstruction. | Xiaobai Liu, Yadong Mu, Liang Lin |
| 2016 | IJCAI | Geometric Scene Parsing with Hierarchical LSTM. | Zhanglin Peng, Ruimao Zhang, Xiaodan Liang, Xiaobai Liu, Liang Lin |
| 2016 | IJCAI | Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search. | Lei Zhu, Jialie Shen, Xiaobai Liu, Liang Xie, Liqiang Nie |
| 2014 | CVPR | Detect What You Can: Detecting and Representing Objects Using Holistic Models and Body Parts. | Xianjie Chen, Roozbeh Mottaghi, Xiaobai Liu, Sanja Fidler, Raquel Urtasun, Alan L. Yuille |
| 2014 | CVPR | Single-View 3D Scene Parsing by Attributed Grammar. | Xiaobai Liu, Yibiao Zhao, Song-Chun Zhu |
| 2014 | CVPR | The Role of Context for Object Detection and Semantic Segmentation in the Wild. | Roozbeh Mottaghi, Xianjie Chen, Xiaobai Liu, Nam-Gyu Cho, Seong-Whan Lee, Sanja Fidler, Raquel Urtasun, Alan L. Yuille |
| 2013 | CVPR | Robust Region Grouping via Internal Patch Statistics. | Xiaobai Liu, Liang Lin, Alan L. Yuille |
| 2013 | ICCV | Human Re-identification by Matching Compositional Template with Cluster Sampling. | Yuanlu Xu, Liang Lin, Wei-Shi Zheng, Xiaobai Liu |
| 2011 | CVPR | Segment an image by looking into an image corpus. | Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Liang Lin, Hai Jin |
| 2011 | ICCV | Multi-class semi-supervised SVMs with Positiveness Exclusive Regularization. | Xiaobai Liu, Xiaotong Yuan, Shuicheng Yan, Hai Jin |
| 2010 | CVPR | Nonparametric Label-to-Region by search. | Xiaobai Liu, Shuicheng Yan, Jiebo Luo, Jinhui Tang, ZhongYang Huang, Hai Jin |
| 2010 | ICASSP | Multi-View Object Detection by Classifier Interpolation. | Xiaobai Liu, Haifeng Gong, Shuicheng Yan, Hai Jin |
| 2009 | CVPR | Layered graph matching by composite cluster sampling with collaborative and competitive interactions. | Liang Lin, Kun Zeng, Xiaobai Liu, Song Chun Zhu |
| 2009 | CVPR | Trajectory parsing by cluster sampling in spatio-temporal graph. | Xiaobai Liu, Liang Lin, Song Chun Zhu, Hai Jin |
| 2009 | ICDM | Unified Solution to Nonnegative Data Factorization Problems. | Xiaobai Liu, Shuicheng Yan, Jun Yan, Hai Jin |
| 2009 | SAC | Foreground classification using active template in the scene context for visual surveillance. | Xiaoying Sha, Xiaobai Liu, Jianting Wen |
| 2008 | ICPR | Object-of-interest extraction by integrating stochastic inference with learnt active shape sketch. | Hongwei Li, Liang Lin, Tianfu Wu, Xiaobai Liu, Lanfang Dong |
| 2008 | ICPR | Layered shape matching and registration: Stochastic sampling with hierarchical graph representation. | Xiaobai Liu, Liang Lin, Hongwei Li, Hai Jin, Wenbing Tao |