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Zenglin Xu
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A survey on deep semi-supervised learning
X Yang, Z Song, I King, Z Xu
IEEE Transactions on Knowledge and Data Engineering 35 (9), 8934-8954, 2023
8092023
Discriminative semi-supervised feature selection via manifold regularization
Z Xu, I King, MRT Lyu, R Jin
IEEE Transactions on Neural networks 21 (7), 1033-1047, 2010
4562010
Large-scale multi-view subspace clustering in linear time
Z Kang, W Zhou, Z Zhao, J Shao, M Han, Z Xu
Proceedings of the AAAI conference on artificial intelligence 34 (04), 4412-4419, 2020
4542020
知识图谱技术综述
徐增林， 盛泳潘， 贺丽荣， 王雅芳
电子科技大学学报 45 (4), 589-606, 2016
395*2016
Simple and efficient multiple kernel learning by group lasso
Z Xu, R Jin, H Yang, I King, MR Lyu
Proceedings of the 27th international conference on machine learning (ICML …, 2010
3432010
Superneurons: Dynamic GPU memory management for training deep neural networks
L Wang, J Ye, Y Zhao, W Wu, A Li, SL Song, Z Xu, T Kraska
Proceedings of the 23rd ACM SIGPLAN symposium on principles and practice of …, 2018
3302018
Robust graph learning from noisy data
Z Kang, H Pan, SCH Hoi, Z Xu
IEEE transactions on cybernetics 50 (5), 1833-1843, 2020
3142020
Multi-graph fusion for multi-view spectral clustering
Z Kang, G Shi, S Huang, W Chen, X Pu, JT Zhou, Z Xu
Knowledge-Based Systems 189, 105102, 2020
2872020
Graph-based semi-supervised learning: A comprehensive review
Z Song, X Yang, Z Xu, I King
IEEE Transactions on Neural Networks and Learning Systems 34 (11), 8174-8194, 2022
2782022
Partition level multiview subspace clustering
Z Kang, X Zhao, C Peng, H Zhu, JT Zhou, X Peng, W Chen, Z Xu
Neural Networks 122, 279-288, 2020
2572020
Auto-weighted multi-view clustering via kernelized graph learning
S Huang, Z Kang, IW Tsang, Z Xu
Pattern Recognition 88, 174-184, 2019
2242019
An extended level method for efficient multiple kernel learning
Z Xu, R Jin, I King, M Lyu
Advances in neural information processing systems 21, 2008
2162008
Semi-supervised deep embedded clustering
Y Ren, K Hu, X Dai, L Pan, SCH Hoi, Z Xu
Neurocomputing 325, 121-130, 2019
2002019
Auto-weighted multi-view clustering via deep matrix decomposition
S Huang, Z Kang, Z Xu
Pattern Recognition 97, 107015, 2020
1932020
Deep embedded multi-view clustering with collaborative training
J Xu, Y Ren, G Li, L Pan, C Zhu, Z Xu
Information Sciences 573, 279-290, 2021
1842021
Low-rank kernel learning for graph-based clustering
Z Kang, L Wen, W Chen, Z Xu
Knowledge-Based Systems 163, 510-517, 2019
1802019
RegNet: Self-regulated network for image classification
J Xu, Y Pan, X Pan, S Hoi, Z Yi, Z Xu
IEEE Transactions on Neural Networks and Learning Systems 34 (11), 9562 - 9567, 2023
1692023
Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition
J Ye, L Wang, G Li, D Chen, S Zhe, X Chu, Z Xu
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
1672018
Infinite Tucker decomposition: Nonparametric Bayesian models for multiway data analysis
Z Xu, F Yan, Y Qi
Proceedings of the 29th International Conference on Machine Learning(ICML-12 …, 2012
1642012
Measuring diversity in graph learning: A unified framework for structured multi-view clustering
S Huang, IW Tsang, Z Xu, J Lv
IEEE Transactions on Knowledge and Data Engineering 34 (12), 5869-5883, 2021
1512021
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