Deep-learning-enhanced human activity recognition for Internet of healthcare things X Zhou, W Liang, I Kevin, K Wang, H Wang, LT Yang, Q Jin IEEE Internet of Things Journal 7 (7), 6429-6438, 2020 | 388 | 2020 |
CNN-RNN based intelligent recommendation for online medical pre-diagnosis support X Zhou, Y Li, W Liang IEEE/ACM Transactions on Computational Biology and Bioinformatics 18 (3 …, 2020 | 362 | 2020 |
Variational LSTM enhanced anomaly detection for industrial big data X Zhou, Y Hu, W Liang, J Ma, Q Jin IEEE Transactions on Industrial Informatics 17 (5), 3469-3477, 2020 | 305 | 2020 |
Siamese neural network based few-shot learning for anomaly detection in industrial cyber-physical systems X Zhou, W Liang, S Shimizu, J Ma, Q Jin IEEE Transactions on Industrial Informatics 17 (8), 5790-5798, 2020 | 237 | 2020 |
Deep-learning-enhanced multitarget detection for end–edge–cloud surveillance in smart IoT X Zhou, X Xu, W Liang, Z Zeng, Z Yan IEEE Internet of Things Journal 8 (16), 12588-12596, 2021 | 232 | 2021 |
Deep correlation mining based on hierarchical hybrid networks for heterogeneous big data recommendations X Zhou, W Liang, I Kevin, K Wang, LT Yang IEEE Transactions on Computational Social Systems 8 (1), 171-178, 2020 | 222 | 2020 |
Intelligent small object detection for digital twin in smart manufacturing with industrial cyber-physical systems X Zhou, X Xu, W Liang, Z Zeng, S Shimizu, LT Yang, Q Jin IEEE Transactions on Industrial Informatics 18 (2), 1377-1386, 2021 | 204 | 2021 |
Two-layer federated learning with heterogeneous model aggregation for 6g supported internet of vehicles X Zhou, W Liang, J She, Z Yan, I Kevin, K Wang IEEE Transactions on Vehicular Technology 70 (6), 5308-5317, 2021 | 198 | 2021 |
Hierarchical adversarial attacks against graph-neural-network-based IoT network intrusion detection system X Zhou, W Liang, W Li, K Yan, S Shimizu, I Kevin, K Wang IEEE Internet of Things Journal 9 (12), 9310-9319, 2021 | 194 | 2021 |
Academic influence aware and multidimensional network analysis for research collaboration navigation based on scholarly big data X Zhou, W Liang, I Kevin, K Wang, R Huang, Q Jin IEEE Transactions on Emerging Topics in Computing 9 (1), 246-257, 2018 | 175 | 2018 |
Multi-modality behavioral influence analysis for personalized recommendations in health social media environment X Zhou, W Liang, I Kevin, K Wang, S Shimizu IEEE Transactions on Computational Social Systems 6 (5), 888-897, 2019 | 126 | 2019 |
Federated transfer learning based cross-domain prediction for smart manufacturing I Kevin, K Wang, X Zhou, W Liang, Z Yan, J She IEEE Transactions on Industrial Informatics 18 (6), 4088-4096, 2021 | 118 | 2021 |
Variational few-shot learning for microservice-oriented intrusion detection in distributed industrial IoT W Liang, Y Hu, X Zhou, Y Pan, I Kevin, K Wang IEEE Transactions on Industrial Informatics 18 (8), 5087-5095, 2021 | 117 | 2021 |
Distribution bias aware collaborative generative adversarial network for imbalanced deep learning in industrial IoT X Zhou, Y Hu, J Wu, W Liang, J Ma, Q Jin IEEE Transactions on Industrial Informatics 19 (1), 570-580, 2022 | 104 | 2022 |
Edge-enabled two-stage scheduling based on deep reinforcement learning for internet of everything X Zhou, W Liang, K Yan, W Li, I Kevin, K Wang, J Ma, Q Jin IEEE Internet of Things Journal 10 (4), 3295-3304, 2022 | 85 | 2022 |
Periodic-aware intelligent prediction model for information diffusion in social networks X Zhou, W Liang, Z Luo, Y Pan IEEE Transactions on Network Science and Engineering 8 (2), 894-904, 2021 | 74 | 2021 |
2D federated learning for personalized human activity recognition in cyber-physical-social systems X Zhou, W Liang, J Ma, Z Yan, I Kevin, K Wang IEEE Transactions on Network Science and Engineering 9 (6), 3934-3944, 2022 | 69 | 2022 |
Hierarchical federated learning with social context clustering-based participant selection for internet of medical things applications X Zhou, X Ye, I Kevin, K Wang, W Liang, NKC Nair, S Shimizu, Z Yan, ... IEEE Transactions on Computational Social Systems, 2023 | 66 | 2023 |
Decentralized P2P federated learning for privacy-preserving and resilient mobile robotic systems X Zhou, W Liang, I Kevin, K Wang, Z Yan, LT Yang, W Wei, J Ma, Q Jin IEEE Wireless Communications 30 (2), 82-89, 2023 | 59 | 2023 |
Social recommendation with large-scale group decision-making for cyber-enabled online service X Zhou, W Liang, S Huang, M Fu IEEE Transactions on Computational Social Systems 6 (5), 1073-1082, 2019 | 56 | 2019 |