*: correspondence authors
18. Hao-Shu Fang, Yuanlu Xu, Wenguan Wang, Xiaobai Liu, Song-Chun Zhu. Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation, AAAI Conference on Artificial Intelligence (AAAI), 2018
17. Xiaobai Liu, Qian Xu, Jingjie Yang, Jacob Thalman, Shuicheng Yan, and Jiebo Luo. Learning Multi-Instance Deep Ranking and Regression Network for Visual House Appraisal. IEEE Transactions on Knowledge and Data Engineering (TKDE), in press, 2018
16. Kunqian Li, Wenbing Tao, Xiaobai Liu, Liman Liu. Iterative Image Segmentation with Feature Driven Heuristic Four Color Labeling, Pattern Recognition, in press, 2018
15. Xiaobai Liu, Yuanlu Xu, Lei Zhu and Yadong Mu. A Stochastic Attribute Grammar for Robust Cross-View Human Tracking. IEEE Transactions on Circuits and Systems for Video Technology (CSVT), in press, 2018
14. Xiaobai Liu, Qi Chen, Lei Zhu, Yuanlu Xu and Liang Lin. Place-centric Visual Urban Perception with Deep Multi-instance Regression. ACM Conference on Multimedia, accepted, 2017
13. Chengcheng Yu^*, Xiaobai Liu^*, and Song-Chun Zhu. “Reasoning Geometric Commonsense for Single-view 3D Scene Parsing.” International Joint Conference on Artificial Intelligence (IJCAI), accepted, 2017 (Acceptance Rate 24%, ^: equal contributions)
12. Yuanlu Xu, Xiaobai Liu*, Lei Qin and Song-Chun Zhu. “Cross-view People Tracking by Scene-centered Spatio-temporal Parsing.” AAAI Conference on Artificial Intelligence (AAAI), accepted, 2017 (Acceptance Rate 24%)
11. Xiaobai Liu* , Yibiao Zhao and Song-Chun Zhu. “Attributed Grammar for Single-view 3D Scene Reconstruction”. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), in press, 2017
10. Chenglong Li, Hui Cheng, Shiyi Hu, Xiaobai Liu, Jin Tang and Liang Lin. “Learning Collaborative Sparse Representation for Grayscale-Thermal Tracking”. IEEE Transactions on Image Processing, in press, 2016
9. Wenbin Jiang, Min Long, Laurence T. Yang, Xiaobai Liu, Hai Jin, Alan L. Yuille, and Ye Chi. "FIPIP: A novel fine-grained parallel partition based intra-frame prediction on heterogeneous many-core systems." Future Generation Computer Systems, in press, 2016
8. Yadong Mu, Wei Liu, Xiaobai Liu, and Wei Fan. “Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization”. IEEE Transactions on Knowledge and Data Engineering, in press, 2016
7. Ping Luo, Xiaobai Liu and Liang Lin. "Learning Compositional Shape Models by Integrating Multiple Distance Metrics". IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 7, page: 1417-1428, 2016
6. Xiaobai Liu*. “V3I-STAL: Visual Vehicle-to-Vehicle Interaction via Simultaneous Tracking and Localization”. ACM Conference on Multimedia (long paper), 2016 (Acceptance Rate: 20%)
5. Xiaobai Liu*. “Multi-view 3D Human Tracking in Crowded Scenes”. Thirtieth AAAI Conference on Artificial Intelligence (AAAI), page: 3553-3559, 2016 (Acceptance Rate: 26%)
4. Xiaobai Liu*, Yadong Mu and Liang Lin. “A Stochastic Grammar for Fine-grained 3D Scene Reconstruction”. International Joint Conference on Artificial Intelligence (IJCAI), page: 3424-3431, 2016 (Acceptance Rate: 25%)
3. Lei Zhu, Jialei Shen, Xiaobai Liu and Liang Xie. “Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search”. International Joint Conference on Artificial Intelligence (IJCAI), page: 3959-3966, 2016 (Acceptance Rate: 25%)
2. Zhanglin Peng, Ruimao Zhang, Xiaodan Liang, Liang Lin, and Xiaobai Liu. “Geometric Scene Parsing with Hierarchical LSTM”. International Joint Conference on Artificial Intelligence (IJCAI), page: 3439-3446, 2016 (Acceptance Rate: 25%)
1. Yuanlu Xu, Xiaobai Liu*, Yang Liu, and Song-Chun Zhu. “Multi-view People Tracking via Hierarchical Trajectory Composition”. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), page: 4256-4265, 2016
(Acceptance Rate: 29% )