Learning low-rank Mercer kernels with fast-decaying spectrum. - Binbin Pan; Jian-Huang Lai; Pong Chi Yuen (Neurocomputing, 2011)

Nonlinear nonnegative matrix factorization based on Mercer kernel construction. - Binbin Pan; Jian-Huang Lai; Wen-Sheng Chen (Pattern Recognit., 2011)

Learning kernels from labels with ideal regularization. - Binbin Pan; Jian-Huang Lai; Lixin Shen (ICPR, 2012)

Incremental Kernel Ridge Regression for the Prediction of Soft Tissue Deformations. - Binbin Pan; James J. Xia; Peng Yuan 001; Jaime Gateno; Horace Ho-Shing Ip; Qizhen He; Philip K. M. Lee; Ben Chow; Xiaobo Zhou 001 (MICCAI (1), 2012)

Learning Geometry-Aware Kernels in a Regularization Framework. - Binbin Pan; Wen-Sheng Chen (CAIP (1), 2013)

Non-negative Sparse Representation Based on Block NMF for Face Recognition. - Meng Chen; Wen-Sheng Chen; Bo Chen 004; Binbin Pan (CCBR, 2013)

A Novel Cross Iterative Selection Method for Face Recognition. - Xiuli Dai; Wensheng Chen; Binbin Pan; Bo Chen 004 (CCBR, 2014)

Supervised Kernel Construction for Unsupervised PCA on Face Recognition. - Yang Zhao 014; Wensheng Chen; Binbin Pan; Bo Chen 004 (CCPR (2), 2014)

Ideal regularization for learning kernels from labels. - Binbin Pan; Jian-Huang Lai; Lixin Shen (Neural Networks, 2014)

An Efficient Non-negative Matrix Factorization with Its Application to Face Recognition. - Yugao Li; Wensheng Chen; Binbin Pan; Yang Zhao 014; Bo Chen 004 (CCBR, 2015)

Non-negative Compatible Kernel Construction for Face Recognition. - Yang Zhao 014; Wensheng Chen; Binbin Pan; Bo Chen 004 (CCBR, 2015)

Nonlinear Nonnegative Matrix Factorization Based on Discriminant Analysis with Application to Face Recognition. - Wensheng Chen; Yang Zhao 014; Binbin Pan; Chen Xu 004 (CIS, 2015)

A novel discriminant criterion based on feature fusion strategy for face recognition. - Wen-Sheng Chen; Xiuli Dai; Binbin Pan; Taiquan Huang (Neurocomputing, 2015)

Semi-supervised discriminant analysis method for face recognition. - Wensheng Chen; Xiuli Dai; Binbin Pan; Yuan Yan Tang (Int. J. Wavelets Multiresolution Inf. Process., 2015)

A Novel Nonnegative Matrix Factorization Algorithm for Multi-manifold Learning. - Qian Wang; Wensheng Chen; Binbin Pan; Yugao Li (CCBR, 2016)

Local and Non-Local Feature-Based Kernel Nonnegative Matrix Factorization Method for Face Recognition. - Wensheng Chen; Qian Wang; Binbin Pan; Yugao Li (CIS, 2016)

A New Image Inpainting Algorithm Based on DCT Similar Patches Features. - Jingsi Ou; Wensheng Chen; Binbin Pan; Yugao Li (CIS, 2016)

Block kernel Nonnegative Matrix Factorization and its application to Face Recognition. - Wensheng Chen; Yugao Li; Binbin Pan; Chen Xu 004 (IJCNN, 2016)

A new parallel MRI image reconstruction model with elastic net regularization. - Bing-Jiang Qiu; Wensheng Chen; Bo Chen 004; Binbin Pan (IJCNN, 2016)

Prediction of soft tissue deformations after CMF surgery with incremental kernel ridge regression. - Binbin Pan; Guangming Zhang; James J. Xia; Peng Yuan 001; Horace H. S. Ip; Qizhen He; Philip K. M. Lee; Ben Chow; Xiaobo Zhou 001 (Comput. Biol. Medicine, 2016)

Supervised kernel nonnegative matrix factorization for face recognition. - Wensheng Chen; Yang Zhao 014; Binbin Pan; Bo Chen 004 (Neurocomputing, 2016)

Efficient learning of supervised kernels with a graph-based loss function. - Binbin Pan; Wen-Sheng Chen; Bo Chen 004; Chen Xu 004 (Inf. Sci., 2016)

A Novel Framework for Learning Geometry-Aware Kernels. - Binbin Pan; Wensheng Chen; Chen Xu 004; Bo Chen 004 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Kernel Based Non-Negative Matrix Factorization Method with General Kernel Functions. - Wen-Sheng Chen; Liping Deng; Binbin Pan; Yang Zhao 014 (ICIC (3), 2017)

Adjacent graph-based block kernel nonnegative matrix factorization. - Wen-Sheng Chen; Qian Wang; Binbin Pan (SPAC, 2017)

Nonlinear non-negative matrix factorization with fractional power inner-product kernel for face recognition. - Jingmin Liu; Wen-Sheng Chen; Binbin Pan; Qian Wang (SPAC, 2017)

Out-of-Sample Extensions for Non-Parametric Kernel Methods. - Binbin Pan; Wen-Sheng Chen; Bo Chen 004; Chen Xu 004; Jianhuang Lai (IEEE Trans. Neural Networks Learn. Syst., 2017)

A Novel Enhanced Nonnegative Feature Extraction Approach. - Haitao Chen; Wen-Sheng Chen; Binbin Pan; Bo Chen 004 (CIS, 2018)

A Novel Rician Noise Removal Algorithm Based on Energy Function Minimization Method. - Bo Chen 004; Feifei Xie; Wensheng Chen; Binbin Pan (CIS, 2018)

Class-Cone Based Nonnegative Matrix Factorization for Face Recognition. - Yang Li 134; Wensheng Chen; Binbin Pan; Bo Chen 004 (CIS, 2018)

A Novel Adaptive Segmentation Method Based on Legendre Polynomials Approximation. - Bo Chen 004; Mengyun Zhang; Wensheng Chen; Binbin Pan; Lihong C. Li; Xinzhou Wei (PRCV (1), 2018)

Automatic Classifier Selection Based on Classification Complexity. - Liping Deng; Wen-Sheng Chen; Binbin Pan (PRCV (3), 2018)

A sparse representation and dictionary learning based algorithm for image restoration in the presence of Rician noise. - Wensheng Chen; Jie You; Bo Chen 004; Binbin Pan; Lihong Li 002; Marc Jason Pomeroy; Zhengrong Liang (Neurocomputing, 2018)

Fast Non-Negative Matrix Factorizations for Face Recognition. - Wen-Sheng Chen; Yugao Li; Binbin Pan; Chen Xu 004 (Int. J. Pattern Recognit. Artif. Intell., 2018)

Non-Negative Feature Extraction using Conjugate Gradient Method. - Jiawen Zhang; Wen-Sheng Chen; Binbin Pan (CIS, 2019)

Robust Nonnegative Matrix Factorization Based on Cosine Similarity Induced Metric. - Wen-Sheng Chen; Haitao Chen; Binbin Pan; Bo Chen 004 (IScIDE (2), 2019)

Face recognition using nonnegative matrix factorization with fractional power inner product kernel. - Wen-Sheng Chen; Jingmin Liu; Binbin Pan; Bo Chen 004 (Neurocomputing, 2019)

Block kernel nonnegative matrix factorization for face recognition. - Wen-Sheng Chen; Jingmin Liu; Binbin Pan; Yugao Li (Int. J. Wavelets Multiresolution Inf. Process., 2019)

Nonnegative matrix factorization with manifold structure for face recognition. - Wen-Sheng Chen; Qian Wang; Binbin Pan; Bo Chen 004 (Int. J. Wavelets Multiresolution Inf. Process., 2019)

Semiparametric Clustering: A Robust Alternative to Parametric Clustering. - Binbin Pan; Huaiqin Dong; Wen-Sheng Chen; Chen Xu 004 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Kernel Non-Negative Matrix Factorization Using Self-Constructed Cosine Kernel. - Huihui Qian; Wen-Sheng Chen; Binbin Pan; Bo Chen 004 (CIS, 2020)

BP Neural Network-Based Deep Non-negative Matrix Factorization for Image Clustering. - Qianwen Zeng; Wen-Sheng Chen; Binbin Pan (ICIC (3), 2020)

Class-Based Deep Non-Negative Matrix Factorization Algorithm for Facial Image Representation. - Wen-Sheng Chen; Zihao Zhan; Binbin Pan; Bo Chen 004 (CIS, 2021)

A Novel Projective Nonnegative Matrix Factorization Based on Fisher Discriminant Analysis. - Zixin Lian; Wen-Sheng Chen; Binbin Pan (CIS, 2021)

Supervised Non-negative Matrix Factorization Induced by Huber Loss. - Ying Huang; Wen-Sheng Chen; Binbin Pan; Bo Chen 004 (ICIG (2), 2021)

Deep Grouped Non-Negative Matrix Factorization Method for Image Data Representation. - Zihao Zhan; Wen-Sheng Chen; Binbin Pan; Bo Chen 004 (ICMLC, 2021)

A hybrid algorithm for time-dependent vehicle routing problem with time windows. - Binbin Pan; Zhenzhen Zhang; Andrew Lim 001 (Comput. Oper. Res., 2021)

Multi-trip time-dependent vehicle routing problem with time windows. - Binbin Pan; Zhenzhen Zhang; Andrew Lim 001 (Eur. J. Oper. Res., 2021)

A New Adaptive TV-Based BM3D Algorithm for Image Denoising. - Bo Chen 004; Yuru Zhang; Haoming Chen; Wensheng Chen; Binbin Pan (CICAI (2), 2022)

Deep Discriminant Non-negative Matrix Factorization Method for Image Clustering. - Kexin Xie; Wen-Sheng Chen; Binbin Pan (ICIC (1), 2022)

A novel general kernel-based non-negative matrix factorisation approach for face recognition. - Wen-Sheng Chen; Xiya Ge; Binbin Pan (Connect. Sci., 2022)

A survey of deep nonnegative matrix factorization. - Wen-Sheng Chen; Qianwen Zeng; Binbin Pan (Neurocomputing, 2022)

A Novel Enhanced Nonnegative Matrix Factorization Method for Face Recognition. - Wen-Sheng Chen; Haitao Chen; Binbin Pan (Int. J. Pattern Recognit. Artif. Intell., 2022)

Orthogonal Universal Kernel Non-Negative Matrix Factorization with Total Variation Regularization. - Rong Zhou; Wen-Sheng Chen; Binbin Pan (ICMLC, 2023)

Bi-level optimization-based projective non-negative matrix factorization. - Wen-Sheng Chen; Zixin Lian; Binbin Pan; Bo Chen 004 (Int. J. Wavelets Multiresolution Inf. Process., 2023)

Classifier selection using geometry preserving feature. - Binbin Pan; Wen-Sheng Chen; Liping Deng; Chen Xu 004; Xiaobo Zhou (Neural Comput. Appl., 2023)

Symmetric nonnegative matrix factorization: A systematic review. - Wen-Sheng Chen; Kexin Xie; Rui Liu; Binbin Pan (Neurocomputing, 2023)

Deep Supervised Cone-Based Nonnegative Matrix Factorization in Image Pattern Space. - Jinghui He; Wen-Sheng Chen; Binbin Pan; Bo Chen 004 (ICAI (2), 2024)

Hyperparameter Recommendation Integrated With Convolutional Neural Network. - Liping Deng; Wen-Sheng Chen; Binbin Pan; Mingqing Xiao 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)