| 2024 | GLOBECOM | Deep Reinforcement Learning for Trajectory and Phase Shift Optimization of Aerial RIS in CoMP-NOMA Networks. | Muhammad Umer, Muhammad Ahmed Mohsin, Aamir Mahmood, Kapal Dev, Haejoon Jung, Mikael Gidlund, Syed Ali Hassan |
| 2023 | GLOBECOM | Performance Analysis of STAR-RIS Enhanced CoMP-NOMA Multi-Cell Networks. | Muhammad Umer, Muhammad Ahmed Mohsin, Syed Ali Hassan, Haejoon Jung, Haris Pervaiz |
| 2023 | ICDAR | PyramidTabNet: Transformer-Based Table Recognition in Image-Based Documents. | Muhammad Umer, Muhammad Ahmed Mohsin, Adnan Ul-Hasan, Faisal Shafait |
| 2021 | IJCNN | Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models. | Muhammad Umer, Robi Polikar |
| 2020 | IJCNN | Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. | Muhammad Umer, Glenn Dawson, Robi Polikar |
| 2019 | IJCNN | Vulnerability of Covariate Shift Adaptation Against Malicious Poisoning Attacks. | Muhammad Umer, Christopher Frederickson, Robi Polikar |
| 2017 | EDUCON | MAPILS: Mobile augmented reality plant inquiry learning system. | Muhammad Umer, Bilal Nasir, Junaid A. Khan, Shahrukh Ali, Sohaib Ahmed |
| 2017 | IJCNN | LEVELIW: Learning extreme verification latency with importance weighting. | Muhammad Umer, Robi Polikar, Christopher Frederickson |
| 2017 | NCA | Reducing communication cost of encrypted data search with compressed bloom filters. | Muhammad Umer, Tahir Azim, Zeeshan Pervez |
| 2008 | SSDBM | Kriging for Localized Spatial Interpolation in Sensor Networks. | Muhammad Umer, Lars Kulik, Egemen Tanin |
| 2005 | CCGRID | A semantic grid-based e-learning framework (SELF). | Zaheer Abbas, Muhammad Umer, Mohammed Odeh, Richard McClatchey, Arshad Ali, Hafiz Farooq Ahmad |