| 2023 | ICMLC | Orthogonal Universal Kernel Non-Negative Matrix Factorization with Total Variation Regularization. | Rong Zhou, Wen-Sheng Chen, Binbin Pan |
| 2021 | CIS | Class-Based Deep Non-Negative Matrix Factorization Algorithm for Facial Image Representation. | Wen-Sheng Chen, Zihao Zhan, Binbin Pan, Bo Chen |
| 2021 | CIS | A Novel Projective Nonnegative Matrix Factorization Based on Fisher Discriminant Analysis. | Zixin Lian, Wen-Sheng Chen, Binbin Pan |
| 2021 | ICIG | Supervised Non-negative Matrix Factorization Induced by Huber Loss. | Ying Huang, Wen-Sheng Chen, Binbin Pan, Bo Chen |
| 2021 | ICMLC | Deep Grouped Non-Negative Matrix Factorization Method for Image Data Representation. | Zihao Zhan, Wen-Sheng Chen, Binbin Pan, Bo Chen |
| 2020 | CIS | Kernel Non-Negative Matrix Factorization Using Self-Constructed Cosine Kernel. | Huihui Qian, Wen-Sheng Chen, Binbin Pan, Bo Chen |
| 2019 | CIS | Non-Negative Feature Extraction using Conjugate Gradient Method. | Jiawen Zhang, Wen-Sheng Chen, Binbin Pan |
| 2018 | CIS | A Novel Enhanced Nonnegative Feature Extraction Approach. | Haitao Chen, Wen-Sheng Chen, Binbin Pan, Bo Chen |
| 2018 | CIS | A Novel Rician Noise Removal Algorithm Based on Energy Function Minimization Method. | Bo Chen, Feifei Xie, Wensheng Chen, Binbin Pan |
| 2018 | CIS | Class-Cone Based Nonnegative Matrix Factorization for Face Recognition. | Yang Li, Wensheng Chen, Binbin Pan, Bo Chen |
| 2016 | CIS | Local and Non-Local Feature-Based Kernel Nonnegative Matrix Factorization Method for Face Recognition. | Wensheng Chen, Qian Wang, Binbin Pan, Yugao Li |
| 2016 | CIS | A New Image Inpainting Algorithm Based on DCT Similar Patches Features. | Jingsi Ou, Wensheng Chen, Binbin Pan, Yugao Li |
| 2016 | IJCNN | Block kernel Nonnegative Matrix Factorization and its application to Face Recognition. | Wensheng Chen, Yugao Li, Binbin Pan, Chen Xu |
| 2016 | IJCNN | A new parallel MRI image reconstruction model with elastic net regularization. | Bing-Jiang Qiu, Wensheng Chen, Bo Chen, Binbin Pan |
| 2015 | CIS | Nonlinear Nonnegative Matrix Factorization Based on Discriminant Analysis with Application to Face Recognition. | Wensheng Chen, Yang Zhao, Binbin Pan, Chen Xu |
| 2013 | CAIP | Learning Geometry-Aware Kernels in a Regularization Framework. | Binbin Pan, Wen-Sheng Chen |
| 2012 | ICPR | Learning kernels from labels with ideal regularization. | Binbin Pan, Jian-Huang Lai, Lixin Shen |
| 2012 | MICCAI | Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations. | Binbin Pan, James J. Xia, Peng Yuan, Jaime Gateno, Horace Ho-Shing Ip, Qizhen He, Philip K. M. Lee, Ben Chow, Xiaobo Zhou |