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Journal Articles
- 2024
[j17]Jianhao Tang
, Xueni Chen, Zhenni Li, Haoli Zhao, Shengli Xie, Kan Xie, Victor Kuzin, Bo Li:
Log-Regularized Dictionary-Learning-Based Reinforcement Learning Algorithm for GNSS Positioning Correction. IEEE Internet Things J. 11(8): 15022-15037 (2024)- [j16]Kungan Zeng, Zhenni Li, Haoli Zhao, Kan Xie, Shengli Xie, Dusit Niyato, Wuhui Chen, Zibin Zheng:
A Spatiotemporal Information-Driven Cross-Attention Model With Sparse Representation for GNSS NLOS Signal Classification. IEEE Internet Things J. 11(19): 31892-31908 (2024) - [j15]Yahang Qin, Zhenni Li, Shengli Xie, Haoli Zhao, Qianming Wang:
An Efficient Convolutional Denoising Autoencoder-Based BDS NLOS Detection Method in Urban Forest Environments. Sensors 24(6): 1959 (2024) - [j14]Zhenni Li, Jianhao Tang, Haoli Zhao, Ci Chen, Shengli Xie:
Dictionary Learning-Structured Reinforcement Learning With Adaptive-Sparsity Regularizer. IEEE Trans. Aerosp. Electron. Syst. 60(2): 1753-1769 (2024) - 2023
- [j13]Ziwei Xia, Benying Tan, Haoli Zhao, Shuxue Ding, Yujie Li:
A new device-free localization method for RSS data with considering correlations. Comput. Commun. 211: 302-310 (2023) - [j12]Haoli Zhao, Zhenni Li, Wensheng Su, Shengli Xie:
Dynamic sparse coding-based value estimation network for deep reinforcement learning. Neural Networks 168: 180-193 (2023) - [j11]Haoli Zhao, Jiqiang Wu, Zhenni Li, Wuhui Chen, Zibin Zheng:
Double Sparse Deep Reinforcement Learning via Multilayer Sparse Coding and Nonconvex Regularized Pruning. IEEE Trans. Cybern. 53(2): 765-778 (2023) - [j10]Zhenni Li, Zuyuan Yang, Haoli Zhao, Shengli Xie:
Direct-Optimization-Based DC Dictionary Learning With the MCP Regularizer. IEEE Trans. Neural Networks Learn. Syst. 34(7): 3568-3579 (2023) - [j9]Haoli Zhao, Zhenni Li, Wuhui Chen, Zibin Zheng, Shengli Xie:
Accelerated Partially Shared Dictionary Learning With Differentiable Scale-Invariant Sparsity for Multi-View Clustering. IEEE Trans. Neural Networks Learn. Syst. 34(11): 8825-8839 (2023) - 2022
- [j8]Haoli Zhao, Peng Zhong, Haiqin Chen, Zhenni Li, Wuhui Chen, Zibin Zheng:
Group non-convex sparsity regularized partially shared dictionary learning for multi-view learning. Knowl. Based Syst. 242: 108364 (2022) - [j7]Zhenni Li, Haoli Zhao, Yongcheng Guo, Zuyuan Yang, Shengli Xie:
Accelerated Log-Regularized Convolutional Transform Learning and Its Convergence Guarantee. IEEE Trans. Cybern. 52(10): 10785-10799 (2022) - 2020
- [j6]Benying Tan, Yujie Li, Haoli Zhao, Xiang Li, Shuxue Ding:
A novel dictionary learning method for sparse representation with nonconvex regularizations. Neurocomputing 417: 128-141 (2020) - 2019
- [j5]Yujie Li, Shuxue Ding, Benying Tan, Haoli Zhao, Zhenni Li:
Sparse Representation Based on the Analysis Model With Optimization on the Stiefel Manifold. IEEE Access 7: 8385-8397 (2019) - [j4]Haoli Zhao, Shuxue Ding, Xiang Li, Lingjun Zhao:
$\ell_P$ Norm Independently Interpretable Regularization Based Sparse Coding for Highly Correlated Data. IEEE Access 7: 53542-53554 (2019) - [j3]Lingjun Zhao, Huakun Huang, Xiang Li, Shuxue Ding, Haoli Zhao, Zhaoyang Han:
An Accurate and Robust Approach of Device-Free Localization With Convolutional Autoencoder. IEEE Internet Things J. 6(3): 5825-5840 (2019) - 2018
- [j2]Huakun Huang, Haoli Zhao, Xiang Li, Shuxue Ding, Lingjun Zhao, Zhenni Li:
An Accurate and Efficient Device-Free Localization Approach Based on Sparse Coding in Subspace. IEEE Access 6: 61782-61799 (2018) - [j1]Haoli Zhao, Shuxue Ding, Xiang Li, Huakun Huang:
Deep Neural Network Structured Sparse Coding for Online Processing. IEEE Access 6: 74778-74791 (2018)
Conference and Workshop Papers
- 2022
- [c5]Haoli Zhao, Junkui Wang, Xingming Huang, Zhenini Li, Shengli Xie:
Dictionary Learning-Based Reinforcement Learning with Non-convex Sparsity Regularizer. CICAI (3) 2022: 81-93 - 2021
- [c4]Ying Xie, Zhenni Li, Haoli Zhao:
Gradient-Free Neural Network Training Based on Deep Dictionary Learning with the Log Regularizer. PRCV (4) 2021: 561-574 - 2017
- [c3]Xiang Li, Shuxue Ding, Zhenni Li, Haoli Zhao, Benying Tan:
Defect detection on thin-wall structure via dictionary learning. I2MTC 2017: 1-6 - 2016
- [c2]Haoli Zhao, Shuxue Ding, Yujie Li, Zhenni Li, Xiang Li, Benying Tan:
Dictionary learning for sparse representation using weighted ℓ1-norm. GlobalSIP 2016: 292-296 - [c1]Yujie Li, Shuxue Ding, Benying Tan, Zhenni Li, Haoli Zhao:
Nonnegative sparse representation based on the determinant measure. DSP 2016: 599-603
Coauthor Index
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