| A fast non-negative latent factor model based on generalized momentum method X Luo, Z Liu, S Li, M Shang, Z Wang IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (1), 610-620, 2018 | 180 | 2018 |
| Algorithms of unconstrained non-negative latent factor analysis for recommender systems X Luo, M Zhou, S Li, D Wu, Z Liu, M Shang IEEE Transactions on Big Data 7 (1), 227-240, 2019 | 147 | 2019 |
| Randomized latent factor model for high-dimensional and sparse matrices from industrial applications M Shang, X Luo, Z Liu, J Chen, Y Yuan, MC Zhou IEEE/CAA Journal of Automatica Sinica 6 (1), 131-141, 2018 | 124 | 2018 |
| Symmetric nonnegative matrix factorization-based community detection models and their convergence analysis X Luo, Z Liu, L Jin, Y Zhou, MC Zhou IEEE Transactions on Neural Networks and Learning Systems 33 (3), 1203-1215, 2021 | 118 | 2021 |
| Highly-accurate community detection via pointwise mutual information-incorporated symmetric non-negative matrix factorization X Luo, Z Liu, M Shang, J Lou, MC Zhou IEEE Transactions on Network Science and Engineering 8 (1), 463-476, 2020 | 100 | 2020 |
| Fast and accurate non-negative latent factor analysis of high-dimensional and sparse matrices in recommender systems X Luo, Y Zhou, Z Liu, MC Zhou IEEE Transactions on Knowledge and Data Engineering 35 (4), 3897-3911, 2021 | 98 | 2021 |
| Non-negative latent factor model based on β-divergence for recommender systems L Xin, Y Yuan, MC Zhou, Z Liu, M Shang IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (8), 4612-4623, 2019 | 96 | 2019 |
| Convergence analysis of single latent factor-dependent, nonnegative, and multiplicative update-based nonnegative latent factor models Z Liu, X Luo, Z Wang IEEE Transactions on Neural Networks and Learning Systems 32 (4), 1737-1749, 2020 | 85 | 2020 |
| Generalized nesterov's acceleration-incorporated, non-negative and adaptive latent factor analysis X Luo, Y Zhou, Z Liu, L Hu, MC Zhou IEEE Transactions on Services Computing 15 (5), 2809-2823, 2021 | 74 | 2021 |
| Adjusting learning depth in nonnegative latent factorization of tensors for accurately modeling temporal patterns in dynamic QoS data X Luo, M Chen, H Wu, Z Liu, H Yuan, MC Zhou IEEE Transactions on Automation Science and Engineering 18 (4), 2142-2155, 2021 | 53 | 2021 |
| Symmetry and nonnegativity-constrained matrix factorization for community detection Z Liu, G Yuan, X Luo IEEE/CAA Journal of Automatica Sinica 9 (9), 1691-1693, 2022 | 22 | 2022 |
| Symmetry and graph bi-regularized non-negative matrix factorization for precise community detection Z Liu, X Luo, M Zhou IEEE Transactions on Automation Science and Engineering, 2023 | 19 | 2023 |
| Multi-constrained embedding for accurate community detection on undirected networks Q Wang, X Liu, T Shang, Z Liu, H Yang, X Luo IEEE Transactions on Network Science and Engineering 9 (5), 3675-3690, 2022 | 9 | 2022 |
| A high-order proximity-incorporated nonnegative matrix factorization-based community detector Z Liu, Y Yi, X Luo IEEE Transactions on Emerging Topics in Computational Intelligence, 2023 | 8 | 2023 |
| Constraint-induced symmetric nonnegative matrix factorization for accurate community detection Z Liu, X Luo, Z Wang, X Liu Information Fusion 89, 588-602, 2023 | 5 | 2023 |
| Accelerated non-negative latent factor analysis on high-dimensional and sparse matrices via generalized momentum method Z Liu, X Luo, S Li, M Shang 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018 | 5 | 2018 |
| Symmetry-constrained non-negative matrix factorization approach for highly-accurate community detection Z Liu, X Luo, MC Zhou 2021 IEEE 17th International Conference on Automation Science and …, 2021 | 4 | 2021 |
| A Constraints Fusion-induced Symmetric Nonnegative Matrix Factorization Approach for Community Detection Z Liu, X Luo arXiv preprint arXiv:2302.12114, 2023 | 2 | 2023 |
| An Unsupervised Online Streaming Feature Selection Algorithm with Density Peak Clustering Y Song, Z Liu 2023 IEEE International Conference on Networking, Sensing and Control (ICNSC …, 2023 | 1 | 2023 |
| A Symmetry and Graph Regularized Nonnegative Matrix Factorization Model for Community Detection Z Liu, X Luo arXiv preprint arXiv:2302.12122, 2023 | 1 | 2023 |
Luo Xin (罗辛)Southwest UniversityVerifierad e-postadress på swu.edu.cn
