| 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 | 70 | 2020 |
| 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 | 40 | 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 | 33 | 2021 |
| Lightweight blockchain assisted secure routing of swarm UAS networking J Wang, Y Liu, S Niu, H Song Computer Communications 165, 131-140, 2021 | 32 | 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 | 26 | 2021 |
| Deep learning enabled reliable identity verification and spoofing detection Y Liu, J Wang, S Niu, H Song International Conference on Wireless Algorithms, Systems, and Applications …, 2020 | 26 | 2020 |
| 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 | 18 | 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 | 17 | 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 | 16* | 2020 |
| Beamforming-constrained swarm UAS networking routing J Wang, Y Liu, S Niu, H Song IEEE Transactions on Network Science and Engineering, 2020 | 15 | 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 | 13 | 2021 |
| 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 | 13 | 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 | 9 | 2021 |
| 5G-enabled optimal bi-throughput for UAS swarm networking J Wang, Y Liu, S Niu, H Song 2020 International Conference on Space-Air-Ground Computing (SAGC), 43-48, 2020 | 9 | 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 | 8 | 2020 |
| 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 | 7 | 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 | 6 | 2021 |
| A 24-hour signal recording dataset with labels for cybersecurity and IoT Y Liu, J Wang, H Song, S Niu, Y Thomas IEEE, Piscataway, NJ, USA, Data Set, 2020 | 6 | 2020 |
| ADS-B signals records for non-cryptographic identification and incremental learning Y Liu, J Wang, S Niu, H Song IEEE, Piscataway, NJ, USA, Data Set, 2021 | 5 | 2021 |
| Integration of software defined radios and software defined networking towards reinforcement learning enabled unmanned aerial vehicle networks J Wang, Y Liu, S Niu, H Song 2019 IEEE International Conference on Industrial Internet (ICII), 44-49, 2019 | 5 | 2019 |
Houbing SongHighly Cited Researcher, Associate Professor of EECS, SONG Lab, Embry-Riddle Aeronautical UniversityVerified email at erau.edu
