Diverse deep matrix factorization with hypergraph regularization for multiview data representation H Huang, G Zhou, N Liang, Q Zhao, S Xie IEEE/CAA Journal of Automatica Sinica 10 (11), 2154-2167, 2023 | 27 | 2023 |
A semi-supervised label-driven auto-weighted strategy for multi-view data classification Y Yu, G Zhou, H Huang, S Xie, Q Zhao Knowledge-Based Systems 255, 109694, 2022 | 19 | 2022 |
Comprehensive multiview representation learning via deep autoencoder-like nonnegative matrix factorization H Huang, G Zhou, Q Zhao, L He, S Xie IEEE Transactions on Neural Networks and Learning Systems 35 (5), 5953-5967, 2024 | 16 | 2024 |
A converged deep graph semi-nmf algorithm for learning data representation H Huang, Z Yang, Z Li, W Sun Circuits, Systems, and Signal Processing 41, 1146-1165, 2022 | 10 | 2022 |
Heart sound classification using the SNMFNet classifier W Han, S Xie, Z Yang, S Zhou, H Huang Physiological measurement 40 (10), 105003, 2019 | 10 | 2019 |
Effective incomplete multi-view clustering via low-rank graph tensor completion J Yu, Q Duan, H Huang, S He, T Zou Mathematics 11 (3), 652, 2023 | 8 | 2023 |
Multi-view data representation via deep autoencoder-like nonnegative matrix factorization H Huang, Y Luo, G Zhou, Q Zhao ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 8 | 2022 |
Partially Shared Semi-supervised Deep Matrix Factorization with Multi-view Data H Huang, N Liang, W Yan, Z Yang, Z Li, W Sun 2020 International Conference on Data Mining Workshops (ICDMW), 564-570, 2020 | 6 | 2020 |
Incomplete Multiview Clustering via LowRank Tensor Ring Completion J Yu, H Huang, Q Duan, Y Wang, T Zou International Journal of Intelligent Systems 2023 (1), 7217818, 2023 | 4 | 2023 |
Exclusivity and consistency induced NMF for multi-view representation learning H Huang, G Zhou, Y Zheng, Z Yang, Q Zhao Knowledge-Based Systems 281, 111020, 2023 | 3 | 2023 |
Semi-nmf network for image classification H Huang, Z Yang, N Liang, Z Li 2019 Chinese Control Conference (CCC), 8899-8903, 2019 | 3 | 2019 |
Generalized latent multi-view clustering with tensorized bipartite graph D Zhang, H Huang, Q Zhao, G Zhou Neural Networks 175, 106282, 2024 | 2 | 2024 |
Consistency and Diversity Induced Tensorized Multi-View Subspace Clustering C Xiao, Y Huang, H Huang, Q Zhao, G Zhou IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 | | 2024 |
Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework H Huang, G Zhou, Y Zheng, Y Qiu, A Wang, Q Zhao ICML 2024, 2024 | | 2024 |
Consistent Anchor Induced Multi-View Deep Matrix Factorization Z Lin, H Huang, Y Yu, G Zhou, Q Zhao 2023 42nd Chinese Control Conference (CCC), 7633-7637, 2023 | | 2023 |
Multi-view Data Classification with a Label-driven Auto-weighted Strategy Y Yu, G Zhou, H Huang, S Xie, Q Zhao arXiv preprint arXiv:2201.00714, 2022 | | 2022 |
深度矩阵分解算法及其在图像聚类中的应用研究 黄昊楠 广东工业大学, 2021 | | 2021 |