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机器学习/模式识别、生物医学信号处理、自然语言处理、虚拟人、液态镜头成像
- N. Liang, Z. Yang*, J. Chen, Z. Li, and S. Xie,Label-weighted graph-based learning for semi-supervised classification under label noise.IEEE Trans. Big Data,2024,
- N. Liang, Z. Yang, S. Xie,Incomplete multi-view clustering with sample-level auto-weighted graph fusion.IEEE Trans. Knowledge and Data Engineering,2023,
- Z. Yang, N. Liang, Z. Li and S. Xie,A convergence algorithm for graph co-regularized transfer learning.Science China Information Sciences,2023,66(3):
- Z. Li, Z. Yang, H. Zhao, S. Xie,Direct-optimization-based DC Dictionary learning with the MCP Regularizer.IEEE Transactions on Neural Networks and Learning Systems,
- Z. Li, H. Zhao, Y. Guo, Z. Yang, and S. Xie,Accelerated log-regularized convolutional transform learning and its convergence guarantee.IEEE Transactions on Cybernetics,2021,
- Z. Yang, N. Liang, W. Yan, Z. Li, and S. Xie,Uniform distribution non-negative matrix factorization for multiview clustering.IEEE Transactions on Cybernetics,2021,51(6):3249-3262.
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