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Zhaoliang Chen
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Year
Learning deep sparse regularizers with applications to multi-view clustering and semi-supervised classification
S Wang, Z Chen, S Du, Z Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (9), 5042-5055, 2021
932021
Learnable graph convolutional network and feature fusion for multi-view learning
Z Chen, L Fu, J Yao, W Guo, C Plant, S Wang
Information Fusion 95, 109-119, 2023
892023
Interpretable graph convolutional network for multi-view semi-supervised learning
Z Wu, X Lin, Z Lin, Z Chen, Y Bai, S Wang
IEEE Transactions on Multimedia 25, 8593-8606, 2023
492023
Differentiable bi-sparse multi-view co-clustering
S Du, Z Liu, Z Chen, W Yang, S Wang
IEEE Transactions on Signal Processing 69, 4623-4636, 2021
402021
A review on matrix completion for recommender systems
Z Chen, S Wang
Knowledge and Information Systems 64 (1), 1-34, 2022
392022
Diversity embedding deep matrix factorization for multi-view clustering
Z Chen, P Lin, Z Chen, D Ye, S Wang
Information Sciences 610, 114-125, 2022
312022
Unified low-rank tensor learning and spectral embedding for multi-view subspace clustering
L Fu, Z Chen, Y Chen, S Wang
IEEE Transactions on Multimedia 25, 4972-4985, 2022
312022
Dual fusion-propagation graph neural network for multi-view clustering
S Xiao, S Du, Z Chen, Y Zhang, S Wang
IEEE Transactions on Multimedia 25, 9203-9215, 2023
262023
AGNN: Alternating graph-regularized neural networks to alleviate over-smoothing
Z Chen, Z Wu, Z Lin, S Wang, C Plant, W Guo
IEEE Transactions on Neural Networks and Learning Systems, 2023
232023
Kernel meets recommender systems: A multi-kernel interpolation for matrix completion
Z Chen, W Zhao, S Wang
Expert Systems with Applications 168, 114436, 2021
172021
Dual low-rank graph autoencoder for semantic and topological networks
Z Chen, Z Wu, S Wang, W Guo
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4191-4198, 2023
152023
Contrastive graph convolutional networks with generative adjacency matrix
L Zhong, J Yang, Z Chen, S Wang
IEEE Transactions on Signal Processing 71, 772-785, 2023
142023
Efficient and differentiable low-rank matrix completion with back propagation
Z Chen, J Yao, G Xiao, S Wang
IEEE Transactions on Multimedia 25, 228-242, 2021
122021
Multi-view learning via low-rank tensor optimization
L Fu, Z Chen, S Huang, S Huang, S Wang
2021 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2021
122021
Generative essential graph convolutional network for multi-view semi-supervised classification
J Lu, Z Wu, L Zhong, Z Chen, H Zhao, S Wang
IEEE Transactions on Multimedia, 2024
92024
Joint learning of feature and topology for multi-view graph convolutional network
Y Chen, Z Wu, Z Chen, M Dong, S Wang
Neural Networks 168, 161-170, 2023
92023
Graph Convolutional Network with elastic topology
Z Wu, Z Chen, S Du, S Huang, S Wang
Pattern Recognition 151, 110364, 2024
82024
Multi-view graph convolutional networks with differentiable node selection
Z Chen, L Fu, S Xiao, S Wang, C Plant, W Guo
ACM Transactions on Knowledge Discovery from Data 18 (1), 1-21, 2023
82023
Deep random walk of unitary invariance for large-scale data representation
S Wang, Z Chen, W Zhu, FY Wang
Information Sciences 554, 1-14, 2021
72021
Attributed Multi-order Graph Convolutional Network for Heterogeneous Graphs
Z Chen, Z Wu, L Zhong, C Plant, S Wang, W Guo
Neural Networks 174, 106225, 2024
52024
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