Multi-view spectral clustering via integrating nonnegative embedding and spectral embedding Z Hu, F Nie, R Wang, X Li Information Fusion 55, 251-259, 2020 | 205 | 2020 |
Deep learning for simultaneous seismic image super-resolution and denoising J Li, X Wu, Z Hu IEEE Transactions on Geoscience and Remote Sensing 60, 1-11, 2021 | 115 | 2021 |
Multi-view spectral clustering via sparse graph learning Z Hu, F Nie, W Chang, S Hao, R Wang, X Li Neurocomputing 384, 1-10, 2020 | 113 | 2020 |
Low rank regularization: A review Z Hu, F Nie, R Wang, X Li Neural Networks 136, 218-232, 2021 | 96* | 2021 |
Matrix completion based on non-convex low-rank approximation F Nie, Z Hu, X Li IEEE Transactions on Image Processing 28 (5), 2378-2388, 2018 | 69 | 2018 |
An investigation for loss functions widely used in machine learning F Nie, Z Hu, X Li Communications in Information and Systems 18 (1), 37-52, 2018 | 59 | 2018 |
Unsupervised feature selection with weighted and projected adaptive neighbors Z Li, F Nie, D Wu, Z Hu, X Li IEEE Transactions on Cybernetics 53 (2), 1260-1271, 2021 | 40 | 2021 |
Calibrated multi-task learning F Nie, Z Hu, X Li Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 34 | 2018 |
Multi-view clustering based on generalized low rank approximation Z Li, Z Hu, F Nie, R Wang, X Li Neurocomputing 471, 251-259, 2022 | 26 | 2022 |
Robust subspace clustering with low-rank structure constraint F Nie, W Chang, Z Hu, X Li IEEE Transactions on Knowledge and Data Engineering 34 (3), 1404-1415, 2020 | 26 | 2020 |
Intermediary-Guided Bidirectional Spatial–Temporal Aggregation Network for Video-Based Visible-Infrared Person Re-Identification H Li, M Liu, Z Hu, F Nie, Z Yu IEEE Transactions on Circuits and Systems for Video Technology 33 (9), 4962-4972, 2023 | 21 | 2023 |
Unsupervised contrastive learning for seismic facies characterization J Li, X Wu, Y Ye, C Yang, Z Hu, X Sun, T Zhao Geophysics 88 (1), WA81-WA89, 2023 | 20 | 2023 |
Semisupervised salt segmentation using mean teacher Z Geng, Z Hu, X Wu, L Liang, S Fomel Interpretation 10 (3), SE21-SE29, 2022 | 16 | 2022 |
Audio–visual collaborative representation learning for dynamic saliency prediction H Ning, B Zhao, Z Hu, L He, E Pei Knowledge-Based Systems 256, 109675, 2022 | 12 | 2022 |
Multi-view clustering with interactive mechanism D Wu, Z Hu, F Nie, R Wang, H Yang, X Li Neurocomputing 449, 378-388, 2021 | 12 | 2021 |
Robust matrix completion with column outliers F Nie, Z Li, Z Hu, R Wang, X Li IEEE Transactions on Cybernetics 52 (11), 12042-12055, 2021 | 12 | 2021 |
Generalization bottleneck in deep metric learning Z Hu, D Wu, F Nie, R Wang Information Sciences 581, 249-261, 2021 | 11 | 2021 |
Discriminative projected clustering via unsupervised LDA F Nie, X Dong, Z Hu, R Wang, X Li IEEE Transactions on Neural Networks and Learning Systems 34 (11), 9466-9480, 2022 | 10 | 2022 |
Catalyst for Clustering-Based Unsupervised Object Re-identification: Feature Calibration H Li, Q Hu, Z Hu Proceedings of the AAAI Conference on Artificial Intelligence 38 (4), 3091-3099, 2024 | 9 | 2024 |
Mutual-taught deep clustering Z Hu, Y Wang, H Ning, D Wu, F Nie Knowledge-Based Systems 282, 111100, 2023 | 8 | 2023 |