| 2025 | ICDM | An Integrated Survey on AI Paradigms for Physical Time Series Analysis. | Agnes F. Liu, Yongxin Liu, Houbing Song, Alexander Ramirez |
| 2025 | IJCAI | Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey. | Kamal Acharya, Iman Sharifi, Mehul Lad, Liang Sun, Houbing Song |
| 2025 | IWCMC | Neurosymbolic Approach for Travel Demand Prediction: Integrating Decision Tree Rules into Neural Networks. | Kamal Acharya, Mehul Lad, Liang Sun, Houbing Song |
| 2025 | IWCMC | Deep Reinforcement Learning for Dynamic Network Slice Security Using Moving Target Defense. | Andreas Andreou, Constandinos X. Mavromoustakis, Houbing Song, Evangelos Markakis, Athina Bourdena, George Mastorakis |
| 2024 | IWCMC | Enhancing Secure Communication in 6G-Enabled IoV through UAV and Control Center Integration. | Andreas Andreou, Constandinos X. Mavromoustakis, Jordi Mongay Batalla, Evangelos Markakis, Athina Bourdena, George Mastorakis, Houbing Song |
| 2024 | IWCMC | Enhancing UAV Network Efficiency through 6G | Andreas Andreou, Constandinos X. Mavromoustakis, Jordi Mongay Batalla, Evangelos Markakis, Athina Bourdena, George Mastorakis, Houbing Song |
| 2024 | IWCMC | Stability Analysis of Deep Neural Networks under Adversarial Attacks and Noise Perturbations. | Parisa Eslami, Houbing Song |
| 2023 | CHASE | Efficient and Direct Inference of Heart Rate Variability using Both Signal Processing and Machine Learning. | Yuntong Zhang, Jingye Xu, Mimi Xie, Dakai Zhu, Houbing Song, Wei Wang |
| 2023 | ICDM | SKGHOI: Spatial-Semantic Knowledge Graph for Human-Object Interaction Detection. | Lijing Zhu, Qizhen Lan, Alvaro Velasquez, Houbing Song, Acharya Kamal, Qing Tian, Shuteng Niu |
| 2023 | INFOCOM | GPS Spoofing on UAV: A Survey. | Ryan D. Restivo, Laurel C. Dodson, Jian Wang, Wenkai Tan, Yongxin Liu, Huihui Wang, Houbing Song |
| 2023 | IRI | GraphDAC: A Graph-Analytic Approach to Dynamic Airspace Configuration. | Ke Feng, Dahai Liu, Yongxin Liu, Hong Liu, Houbing Song |
| 2023 | ISSTA | KeenTune: Automated Tuning Tool for Cloud Application Performance Testing and Optimization. | Qinglong Wang, Runzhe Wang, Yuxi Hu, Xiaohai Shi, Zheng Liu, Tao Ma, Houbing Song, Heyuan Shi |
| 2022 | GLOBECOM | IoST: Internet of Softwarized Things Networks, Security Challenges and Future Research Directions. | Muhammad Adil, Muhammad Attique, Jian Wang, Faisal Alrefaei, Houbing Song, Ahmed Farouk |
| 2022 | INFOCOM | A Deep Reinforcement Learning based Intrusion Detection Strategy for Smart Vehicular Networks. | Zhihao Wang, Dingde Jiang, Zhihan Lv, Houbing Song |
| 2022 | IPCCC | Exploring Adversarial Attacks on Neural Networks: An Explainable Approach. | Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song |
| 2022 | IPCCC | Reinforced Contrastive Graph Neural Networks (RCGNN) for Anomaly Detection. | Zenan Sun, Jingyi Su, Donghyun Jeon, Alvaro Velasquez, Houbing Song, Shuteng Niu |
| 2022 | VTC | Automated Data Format Identification and Processing for Security Analysis. | Timothy Bernard, Houbing Song |
| 2021 | GLOBECOM | Blockchain Enabled Secure Authentication for Unmanned Aircraft Systems. | Yongxin Liu, Jian Wang, Yingjie Chen, Shuteng Niu, Zhihan Lv, Lei Wu, Dahai Liu, Houbing Song |
| 2021 | ICASSP | Adaptive RF Fingerprint Decomposition in Micro UAV Detection based on Machine Learning. | Chengtao Xu, Fengyu He, Bowen Chen, Yushan Jiang, Houbing Song |
| 2021 | IPCCC | Zero-bias Deep Neural Network for Quickest RF Signal Surveillance. | Yongxin Liu, Yingjie Chen, Jian Wang, Shuteng Niu, Dahai Liu, Houbing Song |
| 2021 | IPCCC | Software Defined Radio based Security Analysis For Unmanned Aircraft Systems. | Harry Romesburg, Jian Wang, Yushan Jiang, Huihui Wang, Houbing Song |
| 2021 | IPCCC | Learning to Detect: A Data-driven Approach for Network Intrusion Detection. | Zachary Tauscher, Yushan Jiang, Kai Zhang, Jian Wang, Houbing Song |
| 2021 | IPCCC | Federated Variational Learning for Anomaly Detection in Multivariate Time Series. | Kai Zhang, Yushan Jiang, Lee Seversky, Chengtao Xu, Dahai Liu, Houbing Song |
| 2020 | DASC | Applying Machine Learning to Aviation Big Data for Flight Delay Prediction. | Yushan Jiang, Yongxin Liu, Dahai Liu, Houbing Song |
| 2020 | DASC | Transfer Learning based Data-Efficient Machine Learning Enabled Classification. | Shuteng Niu, Jian Wang, Yongxin Liu, Houbing Song |
| 2020 | ICCCI | Analysis of Segregated Witness Implementation for Increasing Efficiency and Security of the Bitcoin Cryptocurrency. | Michal Kedziora, Dawid Pieprzka, Ireneusz J. Jozwiak, Yongxin Liu, Houbing Song |
| 2020 | INFOCOM | Protecting Privacy From Aerial photography: State of the Art, Opportunities, and Challenges. | Bin Jiang, Jiachen Yang, Houbing Song |
| 2020 | IPCCC | Software Define Radio in Realizing the Intruding UAS Group Behavior Prediction. | Joshua Eason, Chengtao Xu, Houbing Song |
| 2020 | IPCCC | Secure Decentralized Application Development of Blockchain-based Games. | Natalia Trojanowska, Michal Kedziora, Moataz Hanif, Houbing Song |
| 2020 | IPCCC | UAV Swarm Communication Aware Formation Control via Deep Q Network. | Chengtao Xu, Kai Zhang, Houbing Song |
| 2020 | IPCCC | Spatio-Temporal Data Mining for Aviation Delay Prediction. | Kai Zhang, Yushan Jiang, Dahai Liu, Houbing Song |
| 2019 | GLOBECOM | A Robust Network Traffic Modeling Approach to Software Defined Networking. | Liuwei Huo, Dingde Jiang, Houbing Song |
| 2019 | GLOBECOM | Fine-Grained Resource Management for Edge Computing Satellite Networks. | Feng Wang, Dingde Jiang, Sheng Qi, Chen Qiao, Houbing Song |
| 2019 | SecureComm | Edge-Assisted CNN Inference over Encrypted Data for Internet of Things. | Yifan Tian, Jiawei Yuan, Shucheng Yu, Yantian Hou, Houbing Song |
| 2018 | GLOBECOM | Understanding Base Stations' Behaviors and Activities with Big Data Analysis. | Dingde Jiang, Liuwei Huo, Houbing Song |
| 2018 | IPCCC | Intelligent Optimization-Based Energy-Efficient Networking in Cloud Services for Multimedia Big Data. | Dingde Jiang, Yihang Zhang, Houbing Song, Wenjuan Wang |
| 2018 | IPCCC | Fountain Code Enabled ADS-B for Aviation Security and Safety Enhancement. | Jian Wang, Yongxin Liu, Alfaidi Amal, Houbing Song, Richard S. Stansbury, Jiawei Yuan, Tianyu Yang |
| 2018 | IPCCC | Oceanic Data Processing System Based on Multi-sensor Interaction through Internet of Things. | Jiachen Yang, Qiming Zhao, Chang Wang, Bin Jiang, Tianyuan Zhang, Houbing Song |
| 2018 | UIC | Security-Enhanced Wireless Multicast via Adaptive Fountain Codes over Distributed Caching Network. | Ying Xu, Qinghe Du, Houbing Song |
| 2017 | INFOCOM | Intrusion and attacks over mobile networks and cloud health systems. | Lo'ai Ali Tawalbeh, Hala Tawalbeh, Houbing Song, Yaser Jararweh |
| 2017 | WCNC | Network Traffic Prediction Based on Deep Belief Network in Wireless Mesh Backbone Networks. | Laisen Nie, Dingde Jiang, Shui Yu, Houbing Song |
| 2016 | CBMS | A Self-Adaptively Evolutionary Screening Approach for Sepsis Patient. | Yu Jiang, Pengliu Tan, Houbing Song, Binhua Wan, Mohammad Hosseini, Lui Sha |
| 2016 | CHASE | A Mobile Cloud Computing Model Using the Cloudlet Scheme for Big Data Applications. | Lo'ai Ali Tawalbeh, Waseem Bakheder, Houbing Song |
| 2016 | FM | Safety-Assured Formal Model-Driven Design of the Multifunction Vehicle Bus Controller. | Yu Jiang, Han Liu, Houbing Song, Hui Kong, Ming Gu, Jiaguang Sun, Lui Sha |
| 2016 | GLOBECOM | Traffic Matrix Prediction and Estimation Based on Deep Learning for Data Center Networks. | Laisen Nie, Dingde Jiang, Lei Guo, Shui Yu, Houbing Song |
| 2016 | GLOBECOM | Cloudlet-Based Mobile Cloud Computing for Healthcare Applications. | Lo'ai Ali Tawalbeh, Waseem Bakhader, Rashid Mehmood, Houbing Song |
| 2015 | AINA | Internet of Things for Cultural Heritage of Smart Cities and Smart Regions. | Antonio J. Jara, Yunchuan Sun, Houbing Song, Rongfang Bie, Dominique Genoud, Yann Bocchi |
| 2013 | GLOBECOM | Model-centric nonlinear equalizer for coherent long-haul fiber-optic communication systems. | Houbing Song, Mat Brandt-Pearce |
| 2012 | GLOBECOM | Combined constrained code and LDPC code for long-haul fiber-optic communication systems. | Houbing Song, Mat Brandt-Pearce, Tingjun Xie, Stephen G. Wilson |
| 2011 | GLOBECOM | Range of Influence of Physical Impairments in Wavelength-Division Multiplexed Systems. | Houbing Song, Mat Brandt-Pearce |