V. Leplat, S. Ahmadi-Asl, J. Pan, N. Zheng, "Iterative Methods for Computing the Moore–Penrose Pseudoinverse of Quaternion Matrices, with Applications", August 2025. [arXiv]
J. Pan, V. Leplat, M. Ng and N. Gillis, "A provably-correct convex model for smooth separable NMF", Sepetember 2025. [arXiv]
X.L. Lin, M. Ng and J. Pan, "Hermitian Quaternion Toeplitz Matrices by Quaternion-valued Generating Functions", March 2025. [arXiv]
J. Miao, J. Pan and M. Ng, "Non-Negative Reduced Biquaternion Matrix Factorization with Applications in Color Face Recognition", August 2024. [arXiv]
J. Pan, "Hierarchical Alternating Least Squares Methods for Quaternion Nonnegative Matrix Factorizations", July 2024. [arXiv]
Y. Liu, H.S. Pu, J. Pan, M. Ng and H. M. Cai, "Anchor-based Multi-view Subspace Clustering with Anchor-wise and Class-wise Alignments ", IEEE Transactions on Neural Networks and Learning Systems, 2025. [doi]
Z.H. He, M.L. Deng, J. Pan and M. Ng, “Diagonalization of two quaternion tensors with applications”, Applied Mathematical Modelling, p.116278, 2025.[doi]
J. Pan and M. Ng, “Block Diagonalization of Quaternion Circulant Matrices with Applications”, SIAM Journal on Matrix Analysis and Applications, 45(3),1429 - 1454, 2024. [doi][arXiv] [Matlab]
C.Lyu, J. Pan, M. Ng, and X. Zhao, "Randomized low rank approximation for nonnegative pure quaternion matrices", Applied Mathematics Letters, V(150): 108940, 2023. [doi]
J. Pan and M. Ng, “Co-separable Nonnegative Matrix Factorization”, SIAM Journal on Matrix Analysis and Applications, 44 (3), 1393-1420, 2023. [arXiv] [doi]
J. Pan and M. Ng, “Separable Quaternion Matrix Factorization for Polarization Images”, SIAM Journal on Imaging Sciences, 16(3), 1281-1307, 2023. [arXiv] [doi]
Y. Liu, J. Pan*, and M. Ng, “ Tucker Network: Expressive Power and Comparison”, Neural Networks, 160, 63-83, 2023. [doi]
Y. G. Nan, J. Pan, F. Liu, X.H. Hu, and P. M´egret, "Fiber Bragg Grating Spectra in Graded-index Multimode Optical Fibers", Journal of Lightwave Technology, 2022. [doi]
T. Jiang, M. Ng, J. Pan and G. Song, “Nonnegative low rank tensor approximations with multidimensional image applications”, Numerische Mathematik, 153, 141-170, 2023. [doi] [arXiv]
J. Pan, M. Ng, Y. Liu, X. Zhang, and H. Yan, “Orthogonal Nonnegative Tucker Decomposition”, SIAM Journal on Scientific Computing, 43(1), B55-B81, 2021. [doi] [arXiv]
J. Pan and N. Gillis, “Generalized Separable Nonnegative Matrix Factorization”, IEEE Trans. on Pattern Analysis and Machine Intelligence, 43(5), 1546 - 1561, 2021. [doi] [arXiv] [Matlab]
J. Pan and M. Ng, “Orthogonal Nonnegative Matrix Factorization by Sparsity and Nuclear Norm Optimization”, SIAM Journal on Matrix Analysis and Applications, 39(2), 856-75, 2018. [doi]
J. Pan and M. Ng, “Symmetric Orthogonal Approximation to Symmetric Tensors with Applications to Image Reconstruction”, Numerical Linear Algebra with Applications, 25(5), e2180, 2018. [doi]
J. Pan and L. Lu, “TP Model Transformation Via Sequentially Truncated Higher-Order Singular Value Decomposition”, Asian Journal of Control, 17(2), pp. 467-475, 2015. [doi]
C. Shen, J. Pan, S. Zhang, and M. Ng, “Multiple Networks Modules Identification by a Multi-dimensional Markov Chain Method”, Network Modeling Analysis in Health Informatics and Bioinformatics, 4:32, 2015. [doi]