V. Leplat, S. Ahmadi-Asl, J. Pan, H. Ouerdane and M. Ng, "QuatIca: Advanced Numerical Linear Algebra and Optimization for Quaternionic Matrices in Python", 2026. [arXiv]
G.N. Xu, Z.H. Ji, M. Ng and J. Pan, “LLM-TIE: Large Language Model Enhanced Tropical Cyclone Intensity Estimation”, 2026.
X.L. Wu, S. Gelareh, R.N. Monemi, M. Ng, J. Pan and L.B.Cui, “Massively Parallel Benders Decomposition for Nonnegative Reduced Biquaternion Matrix Factorization with Application to Color Face Recognition”, 2025.
X.L.Zhao, H.Zhang, J. Pan, “Collaborative Block-Term Tensor Decomposition for Multi-Dimensional Data Recovery”, 2025.
J. Pan, V. Leplat, M. Ng and N. Gillis, "A Provably-Correct and Robust Convex Model for Smooth Separable NMF", November 2025. [arXiv]
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]
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", accepted in ICIAM book . [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]