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JunJun Pan
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Generalized separable nonnegative matrix factorization
J Pan, N Gillis
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (5), 1546-1561, 2021
372021
TP model transformation via sequentially truncated higher‐order singular value decomposition
J Pan, L Lu
Asian Journal of Control 17 (2), 467-475, 2015
292015
Orthogonal nonnegative tucker decomposition
J Pan, MK Ng, Y Liu, X Zhang, H Yan
SIAM Journal on Scientific Computing 43 (1), B55-B81, 2021
212021
Orthogonal nonnegative matrix factorization by sparsity and nuclear norm optimization
J Pan, MK Ng
SIAM Journal on Matrix Analysis and Applications 39 (2), 856-875, 2018
192018
Nonnegative low rank tensor approximations with multidimensional image applications
TX Jiang, MK Ng, J Pan, GJ Song
Numerische Mathematik 153 (1), 141-170, 2023
152023
Symmetric orthogonal approximation to symmetric tensors with applications to image reconstruction
J Pan, MK Ng
Numerical Linear Algebra with Applications 25 (5), e2180, 2018
152018
Nonnegative low rank tensor approximation and its application to multi-dimensional images
TX Jiang, MK Ng, J Pan, G Song
arXiv preprint arXiv:2007.14137, 2020
72020
Multiple networks modules identification by a multi-dimensional Markov chain method
C Shen, J Pan, S Zhang, MK Ng
Network Modeling Analysis in Health Informatics and Bioinformatics 4, 1-13, 2015
42015
Coseparable Nonnegative Matrix Factorization
J Pan, MK Ng
SIAM Journal on Matrix Analysis and Applications 44 (3), 1393-1420, 2023
32023
Separable Quaternion Matrix Factorization for Polarization Images
J Pan, MK Ng
SIAM Journal on Imaging Sciences 16 (3), 1281-1307, 2023
22023
Tucker network: Expressive power and comparison
Y Liu, J Pan, MK Ng
Neural Networks 160, 63-83, 2023
12023
Tucker decomposition network: expressive power and comparison
Y Liu, J Pan, M Ng
arXiv preprint arXiv:1905.09635, 2019
12019
Structured Convex Optimization Method for Orthogonal Nonnegative Matrix Factorization
J Pan, MK Ng, X Zhang
2018 24th International Conference on Pattern Recognition (ICPR), 459-464, 2018
12018
Randomized low rank approximation for nonnegative pure quaternion matrices
C Lyu, J Pan, MK Ng, X Zhao
Applied Mathematics Letters 150, 108940, 2024
2024
Block Diagonalization of Quaternion Circulant Matrices with Applications to Quaternion Tensor Singular Value Decomposition
J Pan, MK Ng
arXiv preprint arXiv:2302.04086, 2023
2023
Block Diagonalization of Quaternion Circulant Matrices with Applications
J Pan, MK Ng
arXiv e-prints, arXiv: 2302.04086, 2023
2023
Fiber Bragg Grating Spectra in Graded-index Multimode Optical Fibers
YG Nan, J Pan, F Liu, X Hu, P Mégret
Journal of Lightwave Technology, 2022
2022
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Artikelen 1–17