1、 Jie Zhang, Yi Xu, Bingbing Ni, “Geometric Constrained Joint Lane Segmentation and Lane Boundary Detection,” ECCV, 2018.

2、 Xuanyu Zhu, Yi Xu, Hongteng Xu, Changjian Chen, “Quaternion Convolution Neural Networks,” ECCV, 2018.

3、 Zan Shen, Yi Xu, Bingbing Ni, Minsi Wang, Jianguo Hu, Xiaokang Yang, “Crowd Counting via Adversarial Cross-Scale Consistency Pursuit,” CVPR, 2018.

4、 Peng Zhou, Bingbing Ni, Cong Geng, Jianguo Hu, Yi Xu, “Scale-Transferrable Object Detection, ” CVPR, 2018.

5、 He Wang, Yi Xu, Bingbing Ni, Lixue Zhuang, Hongteng Xu, “Flexible Network Binarization With Layer-Wise Priority,” ICIP, 2018.

6、 Mengyu Zhu, Yi Xu, Bingbing Ni, Xiaokang Yang, “Enhancing Pulmonary Nodule Detection via Cross-Modal Alignment,” 2017 IEEE Visual Communications and Image Processing, Florida, USA, Dec. 2017.

7、 Qiaobo Chen, Yi Xu, Bingbing Ni, Zan Shen, Xiaokang Yang, “Rain Removal via Residual Generation Cascading,” 2017 IEEE Visual Communications and Image Processing, Florida, USA, Dec. 2017.

8、 Zhenyu Duan, Jinpeng Lan, Yi Xu, Bingbing Ni, Lixue Zhuang, Xiaokang Yang, “Pedestrian Detection via Bi-directional Multi-scale Analysis,” ACM Multimedia, 2017.

9、 Rui Yang, Bingbing Ni, Chao Ma, Yi Xu, Xiaokang Yang, “Video Segmentation via Multiple Granularity Analysis,” CVPR, 2017.

10、 Chao Ma, Yi Xu, Bingbing Ni, Xiaokang Yang, “When Correlation Filters Meet Convolutional Neural Networks for Visual Tracking,” IEEE Signal Processing Letters, 23(10): 1454 - 1458, 2016.

11、Y. Zeng and Yi Xu, “Saliency detection using tensor sparse reconstruction residual analysis,” The 41st IEEE International Conference on Acoustics, Speech and Signal Processing, 2961-2965, Mar. 2016.

12、 Yi Xu, Licheng Yu, Hongteng Xu, Hao Zhang, Truong Nguyen, “Vector sparse representation of color images using quaternion matrix analysis,” IEEE Transactions on Image Processing, 2015, 24(4):1315-1329.

13、 Qing Yan, Yi Xu, Xiaokang Yang, Truong Nguyen, “Single Image Super-Resolution Based on Gradient Profile Sharpness”, IEEE Transaction on Image Processing, 24 (10) :3187-3202, Feb. 2015.

14、 Qing Yan, Yi Xu, Xiaokang Yang, Truong Nguyen, “HEASK: Robust homography estimation based on appearance similarity and keypoint correspondences,” Pattern Recognition，2014，47(1): 368-387.

15、 Qing Yan, Yi Xu, Xiaokang Yang, Truong Nguyen, “Separation of Weak Reflection from a Single Superimposed Image,” IEEE Signal Processing Letters, 2014, 21(10): 1173-1176.

16、Erkang Chen, Yi Xu, Xiaokang Yang, Wenjun Zhang, “Quaternion base optical flow estimation for robust object tracking,” Digital Signal Processing, 2013, 23(1): 118-125.

17、Lianyang Ma, Xiaokang Yang, Yi Xu, Jun Zhu, “A generalized EMD with body prior for pedestrian identification,” Journal of visual communication and image representation, 2013, 24(6): 708-716.