| A federated learning system with enhanced feature extraction for human activity recognition Z Xiao, X Xu, H Xing, F Song, X Wang, B Zhao Knowledge-Based Systems 229, 107338, 2021 | 237 | 2021 |
| A DRL agent for jointly optimizing computation offloading and resource allocation in MEC J Chen, H Xing, Z Xiao, L Xu, T Tao IEEE Internet of Things Journal 8 (24), 17508-17524, 2021 | 224 | 2021 |
| A novel IoT-perceptive human activity recognition (HAR) approach using multihead convolutional attention H Zhang, Z Xiao, J Wang, F Li, E Szczerbicki IEEE Internet of Things Journal 7 (2), 1072-1080, 2019 | 197 | 2019 |
| An efficient federated distillation learning system for multitask time series classification H Xing, Z Xiao, R Qu, Z Zhu, B Zhao IEEE Transactions on Instrumentation and Measurement 71, 1-12, 2022 | 174 | 2022 |
| RTFN: A robust temporal feature network for time series classification Z Xiao, X Xu, H Xing, S Luo, P Dai, D Zhan Information sciences 571, 65-86, 2021 | 167 | 2021 |
| Deep contrastive representation learning with self-distillation Z Xiao, H Xing, B Zhao, R Qu, S Luo, P Dai, K Li, Z Zhu IEEE Transactions on Emerging Topics in Computational Intelligence 8 (1), 3-15, 2023 | 111 | 2023 |
| SelfMatch: Robust semisupervised time‐series classification with self‐distillation H Xing, Z Xiao, D Zhan, S Luo, P Dai, K Li International Journal of Intelligent Systems 37 (11), 8583-8610, 2022 | 110 | 2022 |
| CapMatch: Semi-supervised contrastive transformer capsule with feature-based knowledge distillation for human activity recognition Z Xiao, H Tong, R Qu, H Xing, S Luo, Z Zhu, F Song, L Feng IEEE transactions on neural networks and learning systems, 2023 | 100 | 2023 |
| Densely knowledge-aware network for multivariate time series classification Z Xiao, H Xing, R Qu, L Feng, S Luo, P Dai, B Zhao, Y Dai IEEE Transactions on Systems, Man, and Cybernetics: Systems 54 (4), 2192-2204, 2024 | 92 | 2024 |
| Evolutionary multi-objective reinforcement learning based trajectory control and task offloading in UAV-assisted mobile edge computing F Song, H Xing, X Wang, S Luo, P Dai, Z Xiao, B Zhao IEEE Transactions on Mobile Computing 22 (12), 7387-7405, 2022 | 91 | 2022 |
| DTCM: deep transformer capsule mutual distillation for multivariate time series classification Z Xiao, X Xu, H Xing, B Zhao, X Wang, F Song, R Qu, L Feng IEEE transactions on cognitive and developmental systems, 2024 | 58 | 2024 |
| An efficient temporal network with dual self-distillation for electroencephalography signal classification Z Xiao, H Zhang, H Tong, X Xu 2022 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2022 | 54 | 2022 |
| A new multi-process collaborative architecture for time series classification Z Xiao, X Xu, H Zhang, E Szczerbicki Knowledge-Based Systems 220, 106934, 2021 | 34 | 2021 |
| Rethinking attention mechanism in time series classification B Zhao, H Xing, X Wang, F Song, Z Xiao Information Sciences 627, 97-114, 2023 | 28 | 2023 |
| STDPG: A spatio-temporal deterministic policy gradient agent for dynamic routing in SDN J Chen, Z Xiao, H Xing, P Dai, S Luo, MA Iqbal ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020 | 19 | 2020 |
| Self-bidirectional decoupled distillation for time series classification Z Xiao, H Xing, R Qu, H Li, L Feng, B Zhao, J Yang IEEE transactions on artificial intelligence 5 (8), 4101-4110, 2024 | 16 | 2024 |
| RNTS: Robust neural temporal search for time series classification Z Xiao, X Xu, H Xing, R Qu, F Song, B Zhao 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 13 | 2021 |
| Energy-efficient trajectory optimization with wireless charging in UAV-assisted MEC based on multi-objective reinforcement learning F Song, M Deng, H Xing, Y Liu, F Ye, Z Xiao IEEE Transactions on Mobile Computing, 2024 | 11 | 2024 |
| Classification-oriented distributed semantic communication for multivariate time series B Zhao, H Xing, X Wang, Z Xiao, L Xu IEEE Signal Processing Letters 30, 369-373, 2023 | 9 | 2023 |
| A Multi-user Deep Semantic Communication System based on Federated Learning with Dynamic Model Aggregation H Xing, H Zhang, X Wang, L Xu, Z Xiao, B Zhao, S Luo, L Feng, Y Dai 2023 IEEE International Conference on Communications Workshops (ICC …, 2023 | 6 | 2023 |
Huanlai XingSouthwest Jiaotong UniversityVahvistettu sähköpostiosoite verkkotunnuksessa home.swjtu.edu.cn
