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Yongxin Liu 0001
Person information
- affiliation: Embry-Riddle Aeronautical University, Department of Electrical, Computer, Software, and Systems Engineering, SONG Lab, FL, USA
- affiliation (2021-2022): Auburn University, Montgomery, AL, USA
- affiliation (PhD 2018): South China University of Technology, Guangdong, China
Other persons with the same name
- Yongxin Liu (aka: Yong-Xin Liu) — disambiguation page
- Yongxin Liu 0002
(aka: Yong-Xin Liu 0002) — Peking University, Institute of Remote Sensing and Geographic Information System, School of Earth and Space Science, Beijing, China (and 1 more) - Yongxin Liu 0003
(aka: Yong-Xin Liu 0003) — Agricultural Genomics Institute at Shenzhen, China (and 1 more)
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2020 – today
- 2026
[j31]Yingying Ren
, Shaolin Liu
, Chaohong Tan, Sijing Duan
, Zuqiang Meng
, Yongxin Liu
, Anfeng Liu
, Houbing Herbert Song
:
Energy-Aware and Loss-Resilient Data Collection for AAV-Assisted Unbalanced IoT Networks. IEEE Trans. Cogn. Commun. Netw. 12: 6551-6564 (2026)- 2025
[j30]Bin Jiang
, Jiacheng Feng
, Xuerong Cui
, Jian Wang
, Yongxin Liu
, Houbing Song
:
Security and Reliability of Internet of Underwater Things: Architecture, Challenges, and Opportunities. ACM Comput. Surv. 57(3): 67:1-67:37 (2025)
[j29]Bin Jiang
, Jiacong Fei, Fei Luo, Yongxin Liu
, Houbing Herbert Song
:
Federated Learning for Internet of Underwater Things Based on Lightweight Distillation and Data Refinement. IEEE Internet Things J. 12(22): 47885-47895 (2025)
[j28]Bin Jiang
, Zhongyan Liu, Guanghui Yue
, Xuerong Cui
, Yongxin Liu
, Huihui Helen Wang:
Privacy Safeguarding for Human-Computer Interaction Based on Adaptive Federated Learning With Actor-Critic Selection. IEEE Trans. Consumer Electron. 71(2): 6744-6756 (2025)- 2024
[j27]Ziyu Wang
, Lusi Li
, Xin Ning, Wenkai Tan, Yongxin Liu, Houbing Song
:
Incomplete multi-view clustering via structure exploration and missing-view inference. Inf. Fusion 103: 102123 (2024)
[j26]Xiaomin Li
, Zhaokang Gong, Jianhua Zheng, Yongxin Liu
, Huiru Cao:
A survey of data collaborative sensing methods for smart agriculture. Internet Things 28: 101354 (2024)
[j25]Yongxiang Kuang
, Bin Jiang
, Xuerong Cui
, Shibao Li
, Yongxin Liu
, Houbing Song
:
Flexible Differential Privacy for Internet of Medical Things Based on Evolutionary Learning. IEEE Internet Things J. 11(9): 16954-16968 (2024)
[c23]Kamal Acharya
, Alvaro Velasquez, Yongxin Liu, Dahai Liu, Liang Sun, Houbing Herbert Song:
Improving Air Mobility for Pre-Disaster Planning with Neural Network Accelerated Genetic Algorithm. ITSC 2024: 1290-1295
[c22]Wenkai Tan, Jayaprakash Shivakumar, Rishikesh Srinivasaraghavan Govindarajan, Nicholas Reed, Daewon Kim, Eduardo Rojas, Yongxin Liu, Houbing Song:
Explainable Artificial Intelligence for Antenna Sensor Modeling. MeditCom 2024: 559-565
[c21]Pap M. Corea, Yongxin Liu, Jian Wang, Shuteng Niu, Houbing Song:
Explainable AI for Comparative Analysis of Intrusion Detection Models. MeditCom 2024: 585-590
[i12]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)
[i11]Kamal Acharya
, Alvaro Velasquez, Yongxin Liu, Dahai Liu, Liang Sun, Houbing Song:
Improving Air Mobility for Pre-Disaster Planning with Neural Network Accelerated Genetic Algorithm. CoRR abs/2408.00790 (2024)- 2023
[j24]Yingying Ren
, Ryan D. Restivo, Wenkai Tan, Jian Wang
, Yongxin Liu
, Bin Jiang
, Huihui Wang
, Houbing Song
:
Knowledge Distillation-Based GPS Spoofing Detection for Small UAV. Future Internet 15(12): 389 (2023)
[j23]Michal Kedziora
, Dawid Pieprzka, Ireneusz Jozwiak, Yongxin Liu, Houbing Song
:
Analysis of segregated witness implementation for increasing efficiency and security of the Bitcoin cryptocurrency. J. Inf. Telecommun. 7(1): 44-55 (2023)
[j22]Muhammad Adil
, Mian Ahmad Jan
, Yongxin Liu
, Hussein Abulkasim
, Ahmed Farouk
, Houbing Song
:
A Systematic Survey: Security Threats to UAV-Aided IoT Applications, Taxonomy, Current Challenges and Requirements With Future Research Directions. IEEE Trans. Intell. Transp. Syst. 24(2): 1437-1455 (2023)
[c20]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
[c19]Ryan D. Restivo, Laurel C. Dodson, Jian Wang, Wenkai Tan, Yongxin Liu, Huihui Wang, Houbing Song:
GPS Spoofing on UAV: A Survey. INFOCOM Workshops 2023: 1-6
[c18]Ke Feng, Dahai Liu, Yongxin Liu, Hong Liu, Houbing Song
:
GraphDAC: A Graph-Analytic Approach to Dynamic Airspace Configuration. IRI 2023: 235-241
[i10]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)
[i9]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)
[i8]Ke Feng, Dahai Liu, Yongxin Liu, Hong Liu, Houbing Song:
GraphDAC: A Graph-Analytic Approach to Dynamic Airspace Configuration. CoRR abs/2307.15876 (2023)- 2022
[j21]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)
[j20]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)
[j19]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)
[j18]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)
[c17]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- 2021
[j17]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)
[j16]Jian Wang
, Yongxin Liu
, Shuteng Niu, Houbing Song
:
Lightweight blockchain assisted secure routing of swarm UAS networking. Comput. Commun. 165: 131-140 (2021)
[j15]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)
[j14]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)
[j13]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)
[j12]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)
[j11]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)
[c16]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
[c15]Jian Wang
, Yongxin Liu
, Shuteng Niu, Houbing Song
:
Reinforcement Learning Optimized Throughput for 5G Enhanced Swarm UAS Networking. ICC 2021: 1-6
[c14]Zhuolin Wang, Zhenhua Yu, Yongxin Liu, Houbing Song:
Abnormal Data Detection of Unmanned Aerial Vehicles Based on Double Shortcuts ZB-ResNet. ICSPCC 2021: 1-6
[c13]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
[c12]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
[j10]Linhui Wang, Xuejun Yue, Huihui Wang
, Kangjie Ling, Yongxin Liu
, Jian Wang
, Jinbao Hong, Wen Pen, Houbing Song
:
Dynamic Inversion of Inland Aquaculture Water Quality Based on UAVs-WSN Spectral Analysis. Remote. Sens. 12(3): 402 (2020)
[j9]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)
[c11]Shuteng Niu, Yihao Hu, Jian Wang
, Yongxin Liu, Houbing Song
:
Feature-based Distant Domain Transfer Learning. IEEE BigData 2020: 5164-5171
[c10]Shuteng Niu, Jian Wang
, Yongxin Liu, Houbing Song
:
Transfer Learning based Data-Efficient Machine Learning Enabled Classification. DASC/PiCom/CBDCom/CyberSciTech 2020: 620-626
[c9]Yushan Jiang
, Yongxin Liu, Dahai Liu, Houbing Song
:
Applying Machine Learning to Aviation Big Data for Flight Delay Prediction. DASC/PiCom/CBDCom/CyberSciTech 2020: 665-672
[c8]Michal Kedziora, Dawid Pieprzka, Ireneusz J. Jozwiak, Yongxin Liu
, Houbing Song
:
Analysis of Segregated Witness Implementation for Increasing Efficiency and Security of the Bitcoin Cryptocurrency. ICCCI 2020: 640-651
[c7]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
[j8]Yongxin Liu
, Jianqiang Li
, Zhong Ming, Houbing Song
, Xiaoxiong Weng, Jian Wang
:
Domain-specific data mining for residents' transit pattern retrieval from incomplete information. J. Netw. Comput. Appl. 134: 62-71 (2019)
[j7]Xiaomin Li
, Zhiyu Ma
, Xuan Chu, Yongxin Liu
:
A Cloud-Assisted Region Monitoring Strategy of Mobile Robot in Smart Greenhouse. Mob. Inf. Syst. 2019: 5846232:1-5846232:10 (2019)
[j6]Linhui Wang, Xuejun Yue
, Yongxin Liu
, Jian Wang
, Huihui Wang
:
An Intelligent Vision Based Sensing Approach for Spraying Droplets Deposition Detection. Sensors 19(4): 933 (2019)
[c6]Yongxin Liu, Laurent L. Njilla, Jian Wang
, Houbing Song
:
An LSTM Enabled Dynamic Stackelberg Game Theoretic Method for Resource Allocation in the Cloud. ICNC 2019: 797-801
[c5]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
[c4]Charles Mercenit, Juan C. Rios, Yongxin Liu, Jian Wang
, Jiawei Yuan, Houbing Song
:
Analysis of Rogue Access Points Using SDR. ICII 2019: 50-55
[c3]Yongxin Liu, Jian Wang
, Houbing Song
, Jianqiang Li
, Jiawei Yuan:
Blockchain-based Secure Routing Strategy for Airborne Mesh Networks. ICII 2019: 56-61
[c2]Yu Jiang, Mingzhe Wang, Xun Jiao, Houbing Song
, Hui Kong, Rui Wang, Yongxin Liu, Jian Wang
, Jiaguang Sun:
Uncertainty Theory Based Reliability-Centric Cyber-Physical System Design. iThings/GreenCom/CPSCom/SmartData 2019: 208-215- 2018
[j5]Xuejun Yue, Yongxin Liu
, Jian Wang
, Houbing Song
, Huiru Cao:
Software Defined Radio and Wireless Acoustic Networking for Amateur Drone Surveillance. IEEE Commun. Mag. 56(4): 90-97 (2018)
[j4]Xiaoxiong Weng, Yongxin Liu
, Houbing Song
, Shushen Yao, Pengfei Zhang:
Mining urban passengers' travel patterns from incomplete data with use cases. Comput. Networks 134: 116-126 (2018)
[c1]Jian Wang
, Yongxin Liu, Alfaidi Amal, Houbing Song
, Richard S. Stansbury
, Jiawei Yuan, Tianyu Yang:
Fountain Code Enabled ADS-B for Aviation Security and Safety Enhancement. IPCCC 2018: 1-7
[p1]Yongxin Liu
, Houbing Song
:
Levering Mobile Cloud Computing for Mobile Big Data Analytics. Mobile Big Data 2018: 21-39- 2017
[j3]Yongxin Liu
, Xiaoxiong Weng, Jiafu Wan
, Xuejun Yue, Houbing Song
, Athanasios V. Vasilakos
:
Exploring Data Validity in Transportation Systems for Smart Cities. IEEE Commun. Mag. 55(5): 26-33 (2017)
[j2]Huiru Cao, Zhi Yang, Xue-Jun Yue, Yong-Xin Liu
:
An optimization method to improve the performance of unmanned aerial vehicle wireless sensor networks. Int. J. Distributed Sens. Networks 13(4) (2017)
[j1]Huiru Cao, Yongxin Liu
, Xuejun Yue, Wenjian Zhu:
Cloud-Assisted UAV Data Collection for Multiple Emerging Events in Distributed WSNs. Sensors 17(8): 1818 (2017)
Coauthor Index
aka: Houbing Herbert Song

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last updated on 2026-03-20 01:27 CET by the dblp team
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