| 2023 | KR | AdaBoost Based Multimodal Learning. | Hongchuan Yu, Boyuan Cheng |
| 2018 | CGI | An Efficient Truncated Nuclear Norm Constrained Matrix Completion For Image Inpainting. | Jianwei Zheng, Mengjie Qin, Hongchuan Yu, Wanliang Wang |
| 2017 | IJCAI | Multi-Component Nonnegative Matrix Factorization. | Jing Wang, Feng Tian, Xiao Wang, Hongchuan Yu, Chang Hong Liu, Liang Yang |
| 2017 | IJCNN | Robust nonnegative matrix factorization with ordered structure constraints. | Jing Wang, Feng Tian, Chang Hong Liu, Hongchuan Yu, Xiao Wang, Xianchao Tang |
| 2016 | ICONIP | Adaptive Multi-view Semi-supervised Nonnegative Matrix Factorization. | Jing Wang, Xiao Wang, Feng Tian, Chang Hong Liu, Hongchuan Yu, Yanbei Liu |
| 2006 | ICPR | 1D-PCA, 2D-PCA to nD-PCA. | Hongchuan Yu, Mohammed Bennamoun |
| 2005 | CAIP | A Phase Correlation Approach to Active Vision. | Hongchuan Yu, Mohammed Bennamoun |
| 2005 | ISVC | Two Novel Complete Sets of Similarity Invariants. | Hongchuan Yu, Mohammed Bennamoun |
| 2004 | ECCV | Image Anisotropic Diffusion Based on Gradient Vector Flow Fields. | Hongchuan Yu, Chin-Seng Chua |