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2020 – today
- 2024
[c13]Pap M. Corea, Yongxin Liu, Jian Wang, Shuteng Niu, Houbing Song:
Explainable AI for Comparative Analysis of Intrusion Detection Models. MeditCom 2024: 585-590- [i11]Pap M. Corea, Yongxin Liu, Jian Wang, Shuteng Niu, Houbing Song:
Explainable AI for Comparative Analysis of Intrusion Detection Models. CoRR abs/2406.09684 (2024) - 2023
- [c12]Wenkai Tan, Justus Renkhoff
, Alvaro Velasquez, Ziyu Wang, Lusi Li, Jian Wang, Shuteng Niu, Fan Yang, Yongxin Liu, Houbing Song:
NoiseCAM: Explainable AI for the Boundary Between Noise and Adversarial Attacks. FUZZ 2023: 1-8 - [c11]Lijing Zhu, Qizhen Lan, Alvaro Velasquez, Houbing Song, Acharya Kamal, Qing Tian, Shuteng Niu:
SKGHOI: Spatial-Semantic Knowledge Graph for Human-Object Interaction Detection. ICDM (Workshops) 2023: 1186-1193 - [i10]Lijing Zhu, Qizhen Lan, Alvaro Velasquez, Houbing Song, Acharya Kamal, Qing Tian, Shuteng Niu:
SKGHOI: Spatial-Semantic Knowledge Graph for Human-Object Interaction Detection. CoRR abs/2303.04253 (2023) - [i9]Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song:
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach. CoRR abs/2303.06032 (2023) - [i8]Wenkai Tan, Justus Renkhoff, Alvaro Velasquez, Ziyu Wang, Lusi Li, Jian Wang, Shuteng Niu, Fan Yang, Yongxin Liu, Houbing Song:
NoiseCAM: Explainable AI for the Boundary Between Noise and Adversarial Attacks. CoRR abs/2303.06151 (2023) - 2022
- [j13]Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song:
Machine Learning for the Detection and Identification of Internet of Things Devices: A Survey. IEEE Internet Things J. 9(1): 298-320 (2022) - [j12]Yushan Jiang, Shuteng Niu, Kai Zhang, Bowen Chen, Chengtao Xu, Dahai Liu, Houbing Song:
Spatial-Temporal Graph Data Mining for IoT-Enabled Air Mobility Prediction. IEEE Internet Things J. 9(12): 9232-9240 (2022) - [j11]Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Lei Wu, Houbing Song:
Zero-Bias Deep-Learning-Enabled Quickest Abnormal Event Detection in IoT. IEEE Internet Things J. 9(13): 11385-11395 (2022) - [j10]Jian Wang, Yongxin Liu, Shuteng Niu, Weipeng Jing, Houbing Song:
Throughput Optimization in Heterogeneous Swarms of Unmanned Aircraft Systems for Advanced Aerial Mobility. IEEE Trans. Intell. Transp. Syst. 23(3): 2752-2761 (2022) - [j9]Shuteng Niu, Yushan Jiang, Bowen Chen, Jian Wang, Yongxin Liu, Houbing Song:
Cross-Modality Transfer Learning for Image-Text Information Management. ACM Trans. Manag. Inf. Syst. 13(1): 5:1-5:14 (2022) - [c10]Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song:
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach. IPCCC 2022: 41-42 - [c9]Zenan Sun, Jingyi Su, Donghyun Jeon, Alvaro Velasquez, Houbing Song, Shuteng Niu:
Reinforced Contrastive Graph Neural Networks (RCGNN) for Anomaly Detection. IPCCC 2022: 65-72 - 2021
- [j8]Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song:
Bio-inspired routing for heterogeneous Unmanned Aircraft Systems (UAS) swarm networking. Comput. Electr. Eng. 95: 107401 (2021) - [j7]Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song:
Lightweight blockchain assisted secure routing of swarm UAS networking. Comput. Commun. 165: 131-140 (2021) - [j6]Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song, Weipeng Jing, Jiawei Yuan:
Blockchain enabled verification for cellular-connected unmanned aircraft system networking. Future Gener. Comput. Syst. 123: 233-244 (2021) - [j5]Yongxin Liu, Jian Wang, Jianqiang Li, Houbing Song, Thomas Yang, Shuteng Niu, Zhong Ming:
Zero-Bias Deep Learning for Accurate Identification of Internet-of-Things (IoT) Devices. IEEE Internet Things J. 8(4): 2627-2634 (2021) - [j4]Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song:
Class-Incremental Learning for Wireless Device Identification in IoT. IEEE Internet Things J. 8(23): 17227-17235 (2021) - [j3]Shuteng Niu, Meryl Liu, Yongxin Liu, Jian Wang, Houbing Song:
Distant Domain Transfer Learning for Medical Imaging. IEEE J. Biomed. Health Informatics 25(10): 3784-3793 (2021) - [j2]Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song:
Optimal Routing for Beamforming-Constrained Swarm UAS Networking. IEEE Trans. Netw. Sci. Eng. 8(4): 2897-2908 (2021) - [c8]Yongxin Liu, Jian Wang, Yingjie Chen, Shuteng Niu, Zhihan Lv, Lei Wu, Dahai Liu, Houbing Song:
Blockchain Enabled Secure Authentication for Unmanned Aircraft Systems. GLOBECOM (Workshops) 2021: 1-6 - [c7]Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song:
Reinforcement Learning Optimized Throughput for 5G Enhanced Swarm UAS Networking. ICC 2021: 1-6 - [c6]Yongxin Liu, Yingjie Chen, Jian Wang, Shuteng Niu, Dahai Liu, Houbing Song:
Zero-bias Deep Neural Network for Quickest RF Signal Surveillance. IPCCC 2021: 1-8 - [c5]Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song:
Reinforcement Learning based Scheduling for Heterogeneous UAV Networking. MSN 2021: 420-427 - [d2]Yongxin Liu, Jian Wang, Shuteng Niu, Houbing Song:
ADS-B signals records for non-cryptographic identification and incremental learning. IEEE DataPort, 2021
- [i7]Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song:
Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey. CoRR abs/2101.10181 (2021) - [i6]Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song:
Class-Incremental Learning for Wireless Device Identification in IoT. CoRR abs/2105.06381 (2021) - [i5]Yongxin Liu, Jian Wang, Jianqiang Li, Shuteng Niu, Houbing Song:
Zero-bias Deep Learning Enabled Quick and Reliable Abnormality Detection in IoT. CoRR abs/2105.15098 (2021) - [i4]Yongxin Liu, Yingjie Chen, Jian Wang, Shuteng Niu, Dahai Liu, Houbing Song:
Zero-bias Deep Neural Network for Quickest RF Signal Surveillance. CoRR abs/2110.05797 (2021) - [i3]Yongxin Liu, Jian Wang, Yingjie Chen, Shuteng Niu, Zhihan Lv, Lei Wu, Dahai Liu, Houbing Song:
Blockchain Enabled Secure Authentication for Unmanned Aircraft Systems. CoRR abs/2110.08883 (2021) - 2020
- [j1]Shuteng Niu, Yongxin Liu, Jian Wang, Houbing Song:
A Decade Survey of Transfer Learning (2010-2020). IEEE Trans. Artif. Intell. 1(2): 151-166 (2020) - [c4]Shuteng Niu, Yihao Hu, Jian Wang, Yongxin Liu, Houbing Song:
Feature-based Distant Domain Transfer Learning. IEEE BigData 2020: 5164-5171 - [c3]Shuteng Niu, Jian Wang, Yongxin Liu, Houbing Song:
Transfer Learning based Data-Efficient Machine Learning Enabled Classification. DASC/PiCom/CBDCom/CyberSciTech 2020: 620-626 - [c2]Yongxin Liu, Jian Wang, Shuteng Niu, Houbing Song:
Deep Learning Enabled Reliable Identity Verification and Spoofing Detection. WASA (1) 2020: 333-345 - [d1]Yongxin Liu, Jian Wang, Houbing Song, Shuteng Niu, Thomas Yang:
A 24-hour signal recording dataset with labels for cybersecurity and IoT. IEEE DataPort, 2020 - [i2]Yongxin Liu, Jian Wang, Jianqiang Li, Houbing Song, Thomas Yang, Shuteng Niu, Zhong Ming:
Zero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices. CoRR abs/2009.02267 (2020) - [i1]Shuteng Niu, Meryl Liu, Yongxin Liu, Jian Wang, Houbing Song:
Distant Domain Transfer Learning for Medical Imaging. CoRR abs/2012.06346 (2020)
2010 – 2019
- 2019
- [c1]Jian Wang, Yongxin Liu, Shuteng Niu, Houbing Song:
Integration of Software Defined Radios and Software Defined Networking Towards Reinforcement Learning Enabled Unmanned Aerial Vehicle Networks. ICII 2019: 44-49
Coauthor Index
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