Exploring Data Validity in Transportation Systems for Smart Cities. - Yongxin Liu 001; Xiaoxiong Weng; Jiafu Wan; Xuejun Yue; Houbing Song; Athanasios V. Vasilakos (IEEE Commun. Mag., 2017)

An optimization method to improve the performance of unmanned aerial vehicle wireless sensor networks. - Huiru Cao; Zhi Yang; Xue-Jun Yue; Yong-Xin Liu 001 (Int. J. Distributed Sens. Networks, 2017)

Cloud-Assisted UAV Data Collection for Multiple Emerging Events in Distributed WSNs. - Huiru Cao; Yongxin Liu 001; Xuejun Yue; Wenjian Zhu (Sensors, 2017)

Fountain Code Enabled ADS-B for Aviation Security and Safety Enhancement. - Jian Wang 061; Yongxin Liu 001; Alfaidi Amal; Houbing Song; Richard S. Stansbury; Jiawei Yuan; Tianyu Yang 001 (IPCCC, 2018)

Software Defined Radio and Wireless Acoustic Networking for Amateur Drone Surveillance. - Xuejun Yue; Yongxin Liu 001; Jian Wang 061; Houbing Song; Huiru Cao (IEEE Commun. Mag., 2018)

Mining urban passengers' travel patterns from incomplete data with use cases. - Xiaoxiong Weng; Yongxin Liu 001; Houbing Song; Shushen Yao; Pengfei Zhang (Comput. Networks, 2018)

Levering Mobile Cloud Computing for Mobile Big Data Analytics. - Yongxin Liu 001; Houbing Song (Mobile Big Data, 2018)

An LSTM Enabled Dynamic Stackelberg Game Theoretic Method for Resource Allocation in the Cloud. - Yongxin Liu 001; Laurent L. Njilla; Jian Wang 061; Houbing Song (ICNC, 2019)

Blockchain-based Secure Routing Strategy for Airborne Mesh Networks. - Yongxin Liu 001; Jian Wang 061; Houbing Song; Jianqiang Li 001; Jiawei Yuan (ICII, 2019)

Analysis of Rogue Access Points Using SDR. - Charles Mercenit; Juan C. Rios; Yongxin Liu 001; Jian Wang 061; Jiawei Yuan; Houbing Song (ICII, 2019)

Integration of Software Defined Radios and Software Defined Networking Towards Reinforcement Learning Enabled Unmanned Aerial Vehicle Networks. - Jian Wang 061; Yongxin Liu 001; Shuteng Niu; Houbing Song (ICII, 2019)

Uncertainty Theory Based Reliability-Centric Cyber-Physical System Design. - Yu Jiang 001; Mingzhe Wang; Xun Jiao 002; Houbing Song; Hui Kong 004; Rui Wang 024; Yongxin Liu 001; Jian Wang 061; Jiaguang Sun 001 (iThings/GreenCom/CPSCom/SmartData, 2019)

Domain-specific data mining for residents' transit pattern retrieval from incomplete information. - Yongxin Liu 001; Jianqiang Li 001; Zhong Ming 001; Houbing Song; Xiaoxiong Weng; Jian Wang 061 (J. Netw. Comput. Appl., 2019)

A Cloud-Assisted Region Monitoring Strategy of Mobile Robot in Smart Greenhouse. - Xiaomin Li; Zhiyu Ma; Xuan Chu; Yongxin Liu 001 (Mob. Inf. Syst., 2019)

An Intelligent Vision Based Sensing Approach for Spraying Droplets Deposition Detection. - Linhui Wang; Xuejun Yue; Yongxin Liu 001; Jian Wang 061; Huihui Wang 001 (Sensors, 2019)

Feature-based Distant Domain Transfer Learning. - Shuteng Niu; Yihao Hu 001; Jian Wang 061; Yongxin Liu 001; Houbing Song (IEEE BigData, 2020)

Applying Machine Learning to Aviation Big Data for Flight Delay Prediction. - Yushan Jiang; Yongxin Liu 001; Dahai Liu; Houbing Song (DASC/PiCom/CBDCom/CyberSciTech, 2020)

Transfer Learning based Data-Efficient Machine Learning Enabled Classification. - Shuteng Niu; Jian Wang 061; Yongxin Liu 001; Houbing Song (DASC/PiCom/CBDCom/CyberSciTech, 2020)

Analysis of Segregated Witness Implementation for Increasing Efficiency and Security of the Bitcoin Cryptocurrency. - Michal Kedziora; Dawid Pieprzka; Ireneusz J. Jozwiak; Yongxin Liu 001; Houbing Song (ICCCI, 2020)

Deep Learning Enabled Reliable Identity Verification and Spoofing Detection. - Yongxin Liu 001; Jian Wang 061; Shuteng Niu; Houbing Song (WASA (1), 2020)

Dynamic Inversion of Inland Aquaculture Water Quality Based on UAVs-WSN Spectral Analysis. - Linhui Wang; Xuejun Yue; Huihui Wang 001; Kangjie Ling; Yongxin Liu 001; Jian Wang 061; Jinbao Hong; Wen Pen; Houbing Song (Remote. Sens., 2020)

A Decade Survey of Transfer Learning (2010-2020). - Shuteng Niu; Yongxin Liu 001; Jian Wang 061; Houbing Song (IEEE Trans. Artif. Intell., 2020)

A 24-hour signal recording dataset with labels for cybersecurity and IoT. - Yongxin Liu 001; Jian Wang 061; Houbing Song; Shuteng Niu; Thomas Yang 001 (IEEE DataPort, 2020)

Blockchain Enabled Secure Authentication for Unmanned Aircraft Systems. - Yongxin Liu 001; Jian Wang 061; Yingjie Chen; Shuteng Niu; Zhihan Lv; Lei Wu; Dahai Liu; Houbing Song (GLOBECOM (Workshops), 2021)

Reinforcement Learning Optimized Throughput for 5G Enhanced Swarm UAS Networking. - Jian Wang 061; Yongxin Liu 001; Shuteng Niu; Houbing Song (ICC, 2021)

Abnormal Data Detection of Unmanned Aerial Vehicles Based on Double Shortcuts ZB-ResNet. - Zhuolin Wang; Zhenhua Yu 001; Yongxin Liu 001; Houbing Song (ICSPCC, 2021)

Zero-bias Deep Neural Network for Quickest RF Signal Surveillance. - Yongxin Liu 001; Yingjie Chen; Jian Wang 061; Shuteng Niu; Dahai Liu; Houbing Song (IPCCC, 2021)

Reinforcement Learning based Scheduling for Heterogeneous UAV Networking. - Jian Wang 061; Yongxin Liu 001; Shuteng Niu; Houbing Song (MSN, 2021)

Bio-inspired routing for heterogeneous Unmanned Aircraft Systems (UAS) swarm networking. - Jian Wang 061; Yongxin Liu 001; Shuteng Niu; Houbing Song (Comput. Electr. Eng., 2021)

Lightweight blockchain assisted secure routing of swarm UAS networking. - Jian Wang 061; Yongxin Liu 001; Shuteng Niu; Houbing Song (Comput. Commun., 2021)

Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey. - Yongxin Liu 001; Jian Wang 061; Jianqiang Li 001; Shuteng Niu; Houbing Song (CoRR, 2021)

Zero-bias Deep Learning Enabled Quick and Reliable Abnormality Detection in IoT. - Yongxin Liu 001; Jian Wang 061; Jianqiang Li 001; Shuteng Niu; Houbing Song (CoRR, 2021)

Blockchain enabled verification for cellular-connected unmanned aircraft system networking. - Jian Wang 061; Yongxin Liu 001; Shuteng Niu; Houbing Song; Weipeng Jing 001; Jiawei Yuan (Future Gener. Comput. Syst., 2021)

Class-Incremental Learning for Wireless Device Identification in IoT. - Yongxin Liu 001; Jian Wang 061; Jianqiang Li 001; Shuteng Niu; Houbing Song (IEEE Internet Things J., 2021)

Zero-Bias Deep Learning for Accurate Identification of Internet-of-Things (IoT) Devices. - Yongxin Liu 001; Jian Wang 061; Jianqiang Li 001; Houbing Song; Thomas Yang 001; Shuteng Niu; Zhong Ming 001 (IEEE Internet Things J., 2021)

Distant Domain Transfer Learning for Medical Imaging. - Shuteng Niu; Meryl Liu; Yongxin Liu 001; Jian Wang 061; Houbing Song (IEEE J. Biomed. Health Informatics, 2021)

Optimal Routing for Beamforming-Constrained Swarm UAS Networking. - Jian Wang 061; Yongxin Liu 001; Shuteng Niu; Houbing Song (IEEE Trans. Netw. Sci. Eng., 2021)

ADS-B signals records for non-cryptographic identification and incremental learning. - Yongxin Liu 001; Jian Wang 061; Shuteng Niu; Houbing Song (IEEE DataPort, 2021)

Exploring Adversarial Attacks on Neural Networks: An Explainable Approach. - Justus Renkhoff; Wenkai Tan; Alvaro Velasquez; William Yichen Wang; Yongxin Liu 001; Jian Wang 061; Shuteng Niu; Lejla Begic Fazlic; Guido Dartmann; Houbing Song (IPCCC, 2022)

Machine Learning for the Detection and Identification of Internet of Things Devices: A Survey. - Yongxin Liu 001; Jian Wang 061; Jianqiang Li 001; Shuteng Niu; Houbing Song (IEEE Internet Things J., 2022)

Zero-Bias Deep-Learning-Enabled Quickest Abnormal Event Detection in IoT. - Yongxin Liu 001; Jian Wang 061; Jianqiang Li 001; Shuteng Niu; Lei Wu; Houbing Song (IEEE Internet Things J., 2022)

Throughput Optimization in Heterogeneous Swarms of Unmanned Aircraft Systems for Advanced Aerial Mobility. - Jian Wang 061; Yongxin Liu 001; Shuteng Niu; Weipeng Jing 001; Houbing Song (IEEE Trans. Intell. Transp. Syst., 2022)

Cross-Modality Transfer Learning for Image-Text Information Management. - Shuteng Niu; Yushan Jiang; Bowen Chen; Jian Wang 061; Yongxin Liu 001; Houbing Song (ACM Trans. Manag. Inf. Syst., 2022)

NoiseCAM: Explainable AI for the Boundary Between Noise and Adversarial Attacks. - Wenkai Tan; Justus Renkhoff; Alvaro Velasquez; Ziyu Wang; Lusi Li; Jian Wang 061; Shuteng Niu; Fan Yang; Yongxin Liu 001; Houbing Song (FUZZ, 2023)

GPS Spoofing on UAV: A Survey. - Ryan D. Restivo; Laurel C. Dodson; Jian Wang 061; Wenkai Tan; Yongxin Liu 001; Huihui Wang 001; Houbing Song (INFOCOM Workshops, 2023)

GraphDAC: A Graph-Analytic Approach to Dynamic Airspace Configuration. - Ke Feng 001; Dahai Liu; Yongxin Liu 001; Hong Liu; Houbing Song (IRI, 2023)

Knowledge Distillation-Based GPS Spoofing Detection for Small UAV. - Yingying Ren; Ryan D. Restivo; Wenkai Tan; Jian Wang 061; Yongxin Liu 001; Bin Jiang 003; Huihui Wang 001; Houbing Song (Future Internet, 2023)

A Systematic Survey: Security Threats to UAV-Aided IoT Applications, Taxonomy, Current Challenges and Requirements With Future Research Directions. - Muhammad Adil 002; Mian Ahmad Jan; Yongxin Liu 001; Hussein Abulkasim; Ahmed Farouk; Houbing Song (IEEE Trans. Intell. Transp. Syst., 2023)

Improving Air Mobility for Pre-Disaster Planning with Neural Network Accelerated Genetic Algorithm. - Kamal Acharya 001; Alvaro Velasquez; Yongxin Liu 001; Dahai Liu; Liang Sun 002; Houbing Herbert Song (ITSC, 2024)

Explainable AI for Comparative Analysis of Intrusion Detection Models. - Pap M. Corea; Yongxin Liu 001; Jian Wang 061; Shuteng Niu; Houbing Song (MeditCom, 2024)

Explainable Artificial Intelligence for Antenna Sensor Modeling. - Wenkai Tan; Jayaprakash Shivakumar; Rishikesh Srinivasaraghavan Govindarajan; Nicholas Reed; Daewon Kim; Eduardo Rojas; Yongxin Liu 001; Houbing Song (MeditCom, 2024)

A survey of data collaborative sensing methods for smart agriculture. - Xiaomin Li; Zhaokang Gong; Jianhua Zheng; Yongxin Liu 001; Huiru Cao (Internet Things, 2024)

Incomplete multi-view clustering via structure exploration and missing-view inference. - Ziyu Wang; Lusi Li; Xin Ning 001; Wenkai Tan; Yongxin Liu 001; Houbing Song (Inf. Fusion, 2024)

Flexible Differential Privacy for Internet of Medical Things Based on Evolutionary Learning. - Yongxiang Kuang; Bin Jiang 003; Xuerong Cui; Shibao Li; Yongxin Liu 001; Houbing Song (IEEE Internet Things J., 2024)

Federated Learning for Internet of Underwater Things Based on Lightweight Distillation and Data Refinement. - Bin Jiang 003; Jiacong Fei; Fei Luo 003; Yongxin Liu 001; Houbing Herbert Song (IEEE Internet Things J., 2025)

Security and Reliability of Internet of Underwater Things: Architecture, Challenges, and Opportunities. - Bin Jiang 003; Jiacheng Feng; Xuerong Cui; Jian Wang 061; Yongxin Liu 001; Houbing Song (ACM Comput. Surv., 2025)

Privacy Safeguarding for Human-Computer Interaction Based on Adaptive Federated Learning With Actor-Critic Selection. - Bin Jiang 003; Zhongyan Liu; Guanghui Yue 001; Xuerong Cui; Yongxin Liu 001; Huihui Helen Wang (IEEE Trans. Consumer Electron., 2025)

Knowledge Graphs and Transportation-State Features for Urban Transportation System Intrusion Detection. - Bill Deng Pan; Yujing Zhou; Dahai Liu; Thomas Yang 001; Hongyun Chen; Yongxin Liu 001; Jian Wang 061; Yunpeng Zhang (Syst., 2026)

Energy-Aware and Loss-Resilient Data Collection for AAV-Assisted Unbalanced IoT Networks. - Yingying Ren; Shaolin Liu; Chaohong Tan; Sijing Duan; Zuqiang Meng; Yongxin Liu 001; Anfeng Liu; Houbing Herbert Song (IEEE Trans. Cogn. Commun. Netw., 2026)