An accurate and robust approach of device-free localization with convolutional autoencoder L Zhao, H Huang, X Li, S Ding, H Zhao, Z Han
IEEE Internet of Things Journal 6 (3), 5825-5840, 2019
86 2019 An accurate and efficient device-free localization approach based on sparse coding in subspace H Huang, H Zhao, X Li, S Ding, L Zhao, Z Li
Ieee Access 6, 61782-61799, 2018
39 2018 Double sparse deep reinforcement learning via multilayer sparse coding and nonconvex regularized pruning H Zhao, J Wu, Z Li, W Chen, Z Zheng
IEEE Transactions on Cybernetics 53 (2), 765-778, 2022
27 2022 Direct-optimization-based DC dictionary learning with the MCP regularizer Z Li, Z Yang, H Zhao, S Xie
IEEE Transactions on Neural Networks and Learning Systems 34 (7), 3568-3579, 2021
25 2021 A novel dictionary learning method for sparse representation with nonconvex regularizations B Tan, Y Li, H Zhao, X Li, S Ding
Neurocomputing 417, 128-141, 2020
24 2020 Accelerated Log -Regularized Convolutional Transform Learning and Its Convergence Guarantee Z Li, H Zhao, Y Guo, Z Yang, S Xie
IEEE Transactions on Cybernetics 52 (10), 10785-10799, 2021
21 2021 Accelerated partially shared dictionary learning with differentiable scale-invariant sparsity for multi-view clustering H Zhao, Z Li, W Chen, Z Zheng, S Xie
IEEE Transactions on Neural Networks and Learning Systems 34 (11), 8825-8839, 2022
13 2022 Group non-convex sparsity regularized partially shared dictionary learning for multi-view learning H Zhao, P Zhong, H Chen, Z Li, W Chen, Z Zheng
Knowledge-Based Systems 242, 108364, 2022
12 2022 Deep neural network structured sparse coding for online processing H Zhao, S Ding, X Li, H Huang
IEEE Access 6, 74778-74791, 2018
12 2018 Fusing vehicle trajectories and GNSS measurements to improve GNSS positioning correction based on actor-critic learning H Zhao, Z Li, C Chen, L Wang, K Xie, S Xie
Proceedings of the 2023 international technical meeting of the institute of …, 2023
11 2023 Dictionary learning for sparse representation using weighted ℓ1 -norm H Zhao, S Ding, Y Li, Z Li, X Li, B Tan
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
6 2016 Dynamic sparse coding-based value estimation network for deep reinforcement learning H Zhao, Z Li, W Su, S Xie
Neural Networks 168, 180-193, 2023
5 2023 Dictionary learning-based reinforcement learning with non-convex sparsity regularizer H Zhao, J Wang, X Huang, Z Li, S Xie
CAAI International Conference on Artificial Intelligence, 81-93, 2022
5 2022 Improving GNSS positioning correction using deep reinforcement learning with an adaptive reward augmentation method J Tang, Z Li, K Hou, P Li, H Zhao, Q Wang, M Liu, S Xie
NAVIGATION: Journal of the Institute of Navigation 71 (4), 2024
4 2024 Nonnegative sparse representation based on the determinant measure Y Li, S Ding, B Tan, Z Li, H Zhao
2016 IEEE International Conference on Digital Signal Processing (DSP), 599-603, 2016
4 2016 Improving performances of GNSS positioning correction using multiview deep reinforcement learning with sparse representation H Zhao, Z Li, Q Wang, K Xie, S Xie, M Liu, C Chen
GPS Solutions 28 (3), 98, 2024
3 2024 Efficient Graph Neural Network Driven Recurrent Reinforcement Learning for GNSS Position Correction H Zhao, J Tang, Z Li, Z Wu, S Xie, Z Wu, M Liu, BTGS Kumara
Proceedings of the 36th International Technical Meeting of the Satellite …, 2023
3 2023 Dictionary Learning-Structured Reinforcement Learning With Adaptive-Sparsity Regularizer Z Li, J Tang, H Zhao, C Chen, S Xie
IEEE Transactions on Aerospace and Electronic Systems, 2023
2 2023 Automatic Compression of Neural Network with Deep Reinforcement Learning Based on Proximal Gradient Method M Wang, J Tang, H Zhao, Z Li, S Xie
Mathematics 11 (2), 338, 2023
2 2023 H Zhao, S Ding, X Li, L Zhao
IEEE Access 7, 53542-53554, 2019
2 2019 