| 2026 | AAAI | NURBGen: High-Fidelity Text-to-CAD Generation Through LLM-Driven NURBS Modeling. | Muhammad Usama, Mohammad Sadil Khan, Didier Stricker, Muhammad Zeshan Afzal |
| 2025 | CVPR | MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation. | Sankalp Sinha, Mohammad Sadil Khan, Muhammad Usama, Shino Sam, Didier Stricker, Sk Aziz Ali, Muhammad Zeshan Afzal |
| 2024 | ICIP | Hyperspectral Image Classification With Fuzzy Spatial-Spectral Class Discriminate Information. | Muhammad Ahmad, Muhammad Usama, Salvatore Distefano, Manuel Mazzara |
| 2024 | ICRA | Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion. | Syed Waleed Hyder, Muhammad Usama, Anas Zafar, Muhammad Naufil, Fawad Javed Fateh, Andrey Konin, M. Zeeshan Zia, Quoc-Huy Tran |
| 2022 | IJCNN | Privacy Enhancement for Cloud-Based Few-Shot Learning. | Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee |
| 2022 | INFOCOM | JADE: Data-Driven Automated Jammer Detection Framework for Operational Mobile Networks. | Caner Kilinc, Mahesh K. Marina, Muhammad Usama, Salih Ergt, Jon Crowcroft, Tugrul Gundogdu, Ilhan Akinci |
| 2021 | CoNEXT | SpectraGAN: spectrum based generation of city scale spatiotemporal mobile network traffic data. | Kai Xu, Rajkarn Singh, Marco Fiore, Mahesh K. Marina, Hakan Bilen, Muhammad Usama, Howard Benn, Cezary Ziemlicki |
| 2020 | LCN | LoRaDRL: Deep Reinforcement Learning Based Adaptive PHY Layer Transmission Parameters Selection for LoRaWAN. | Inaam Ilahi, Muhammad Usama, Muhammad Omer Farooq, Muhammad Umar Janjua, Junaid Qadir |
| 2019 | ANT | A free-floating bike repositioning problem with faulty bikes. | Muhammad Usama, Yongjun Shen, Onaira Zahoor |
| 2019 | ISKE | Assessing Fitness to Drive among Older Adults using Random Forest. | Onaira Zahoor, Yongjun Shen, Muhammad Usama, Qiong Bao, Amir Atlas, Tom Brijs |
| 2019 | IWCMC | Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems. | Muhammad Usama, Muhammad Asim, Siddique Latif, Junaid Qadir, Ala I. Al-Fuqaha |
| 2019 | IWCMC | Black-box Adversarial Machine Learning Attack on Network Traffic Classification. | Muhammad Usama, Adnan Qayyum, Junaid Qadir, Ala I. Al-Fuqaha |
| 2018 | IWDW | Towards Robust Neural Networks with Lipschitz Continuity. | Muhammad Usama, Dong Eui Chang |
| 2018 | LCN | Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward. | Muhammad Usama, Junaid Qadir, Ala I. Al-Fuqaha |
| 2018 | SIGCOMM | On Analyzing Self-Driving Networks: A Systems Thinking Approach. | Touseef Yaqoob, Muhammad Usama, Junaid Qadir, Gareth Tyson |
| 2007 | ISCAS | A 40 GHz Quadrature LC VCO and Frequency Divider in 90-nm CMOS Technology. | Muhammad Usama, Tad A. Kwasniewski |
| 2004 | ISCAS | Design and comparison of CMOS Current Mode Logic latches. | Muhammad Usama, Tad A. Kwasniewski |