| A decade survey of transfer learning (2010–2020) S Niu, Y Liu, J Wang, H Song IEEE Transactions on Artificial Intelligence 1 (2), 151-166, 2020 | 576 | 2020 |
| Machine learning for the detection and identification of Internet of Things devices: A survey Y Liu, J Wang, J Li, S Niu, H Song IEEE Internet of Things Journal 9 (1), 298-320, 2021 | 169 | 2021 |
| Distant domain transfer learning for medical imaging S Niu, M Liu, Y Liu, J Wang, H Song IEEE Journal of Biomedical and Health Informatics 25 (10), 3784-3793, 2021 | 112 | 2021 |
| Zero-bias deep learning for accurate identification of Internet-of-Things (IoT) devices Y Liu, J Wang, J Li, H Song, T Yang, S Niu, Z Ming IEEE Internet of Things Journal 8 (4), 2627-2634, 2020 | 104 | 2020 |
| Lightweight blockchain assisted secure routing of swarm UAS networking J Wang, Y Liu, S Niu, H Song Computer Communications 165, 131-140, 2021 | 78 | 2021 |
| Class-incremental learning for wireless device identification in IoT Y Liu, J Wang, J Li, S Niu, H Song IEEE Internet of Things Journal 8 (23), 17227-17235, 2021 | 70 | 2021 |
| Communication aware UAV swarm surveillance based on hierarchical architecture C Xu, K Zhang, Y Jiang, S Niu, T Yang, H Song Drones 5 (2), 33, 2021 | 48 | 2021 |
| Extensive throughput enhancement for 5G-enabled UAV swarm networking J Wang, Y Liu, S Niu, H Song IEEE Journal on Miniaturization for Air and Space Systems 2 (4), 199-208, 2021 | 44 | 2021 |
| Deep learning enabled reliable identity verification and spoofing detection Y Liu, J Wang, S Niu, H Song Wireless Algorithms, Systems, and Applications: 15th International …, 2020 | 39 | 2020 |
| Blockchain enabled verification for cellular-connected unmanned aircraft system networking J Wang, Y Liu, S Niu, H Song, W Jing, J Yuan Future Generation Computer Systems 123, 233-244, 2021 | 35 | 2021 |
| Feature-based Distant Domain Transfer Learning N Shuteng, H Yihao, W Jian, L Yongxin, S Houbing 2020 IEEE International Conference on Big Data (Big Data), 5164-5171, 2020 | 32* | 2020 |
| Optimal routing for beamforming-constrained swarm UAS networking J Wang, Y Liu, S Niu, H Song IEEE Transactions on Network Science and Engineering 8 (4), 2897-2908, 2020 | 28 | 2020 |
| Transfer Learning based Data-Efficient Machine Learning Enabled Classification S Niu, J Wang, Y Liu, H Song International Conference on Cloud and Big Data Computing, 2020 | 24 | 2020 |
| Spatial–temporal graph data mining for IoT-enabled air mobility prediction Y Jiang, S Niu, K Zhang, B Chen, C Xu, D Liu, H Song IEEE Internet of Things Journal 9 (12), 9232-9240, 2021 | 23 | 2021 |
| Throughput optimization in heterogeneous swarms of unmanned aircraft systems for advanced aerial mobility J Wang, Y Liu, S Niu, W Jing, H Song IEEE Transactions on Intelligent Transportation Systems 23 (3), 2752-2761, 2021 | 23 | 2021 |
| A transfer learning framework for predictive energy-related scenarios in smart buildings A González-Vidal, J Mendoza-Bernal, S Niu, AF Skarmeta, H Song IEEE Transactions on Industry Applications 59 (1), 26-37, 2022 | 22 | 2022 |
| Reinforcement learning optimized throughput for 5G enhanced swarm UAS networking J Wang, Y Liu, S Niu, H Song ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 22 | 2021 |
| Cross-modality transfer learning for image-text information management S Niu, Y Jiang, B Chen, J Wang, Y Liu, H Song ACM Transactions on Management Information System (TMIS) 13 (1), 1-14, 2021 | 19 | 2021 |
| Zero-bias deep-learning-enabled quickest abnormal event detection in IoT Y Liu, J Wang, J Li, S Niu, L Wu, H Song IEEE Internet of Things Journal 9 (13), 11385-11395, 2021 | 17 | 2021 |
| Bio-inspired routing for heterogeneous unmanned aircraft systems (UAS) swarm networking J Wang, Y Liu, S Niu, H Song Computers and Electrical Engineering 95, 107401, 2021 | 16 | 2021 |
H. Herbert SongIEEE Fellow, Co-EiC of TII (IF=11.7), University of Maryland, Baltimore CountyEmail verificata su umbc.edu
