| 2022 | APNOMS | Adaptive Ensemble Learning-based Network Resource Workload Prediction for VNF Lifecycle Management. | Khizar Abbas, Jae-Hyoung Yoo, James Won-Ki Hong |
| 2022 | NOMS | Ensemble Learning-based Network Data Analytics for Network Slice Orchestration and Management: An Intent-Based Networking Mechanism. | Khizar Abbas, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song |
| 2021 | APNOMS | Network Data Analytics Function for IBN-based Network Slice Lifecycle Management. | Khizar Abbas, Talha Ahmed Khan, Muhammad Afaq, Javier Jose Diaz Rivera, Wang-Cheol Song |
| 2021 | APNOMS | Applying RouteNet and LSTM to Achieve Network Automation: An Intent-based Networking Approach. | Talha Ahmed Khan, Khizar Abbas, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song |
| 2021 | SAC | Intent-based networking platform: an automated approach for policy and configuration of next-generation networks. | Talha Ahmed Khan, Muhammad Afaq, Khizar Abbas, Wang-Cheol Song |
| 2020 | APNOMS | IBNSlicing: Intent-Based Network Slicing Framework for 5G Networks using Deep Learning. | Khizar Abbas, Muhammad Afaq, Talha Ahmed Khan, Asif Mehmood, Wang-Cheol Song |
| 2020 | APNOMS | Generic Intent-based Networking Platform for E2E Network Slice Orchestration & Lifecycle Management. | Talha Ahmed Khan, Khizar Abbas, Adeel Rafique, Muhammad Afaq, Wang-Cheol Song |
| 2020 | NOMS | Intent-Based Orchestration of Network Slices and Resource Assurance using Machine Learning. | Talha Ahmed Khan, Asif Mehmood, Javier Jose Diaz Rivera, Muhammad Afaq, Khizar Abbas, Wang-Cheol Song |
| 2020 | VTC | An End-to-end Intelligent Network Resource Allocation in IoV: A Machine Learning Approach. | Muhammad Afaq, Talha Ahmed Khan, Khizar Abbas, Wang-Cheol Song |