| 2025 | ASPLOS | Gigaflow: Pipeline-Aware Sub-Traversal Caching for Modern SmartNICs. | Annus Zulfiqar, Ali Imran, Venkat Kunaparaju, Ben Pfaff, Gianni Antichi, Muhammad Shahbaz |
| 2025 | PIMRC | A Novel Innately-Intelligent Transfer Learning Framework for Wireless Networks & Beyond. | Syed Basit Ali Zaidi, Waseem Raza, Muhammad Umar Bin Farooq, Shuja Ansari, Ali Imran, Muhammad Ali Imran |
| 2024 | GLOBECOM | Towards Resilient AI Models for Wireless Networks From Highly Scarce Data. | Haneya Naeem Qureshi, Ali Imran |
| 2024 | OSDI | Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents. | Qizheng Zhang, Ali Imran, Enkeleda Bardhi, Tushar Swamy, Nathan Zhang, Muhammad Shahbaz, Kunle Olukotun |
| 2024 | PIMRC | Holistic Mobility Management leveraging Risk Averse Reinforcement Learning. | Muhammad Umar Bin Farooq, Shahrukh Khan Kasi, Marvin Manalastas, Chunhui Zhu, Baoling Sheen, Ali Imran |
| 2024 | PIMRC | Towards Deriving Analytical Model for Optimal Cell Overlap to Reduce Handover Signaling. | Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi, Azar Taufique, Ali Imran |
| 2024 | PIMRC | An AI-Driven Framework for Enhancing Resilience in Propagation Models to Enable Digital Twin. | Waseem Raza, Fahd Ahmed Khan, Haneya Naeem Qureshi, Usama Masood, Ali Imran |
| 2024 | VTC | Refining Wireless Propagation Models using Domain-Informed GANs amid Data Scarcity. | Waseem Raza, Syed Basit Ali Zaidi, Muhammad Umar Bin Farooq, Haneya Naeem Qureshi, Ali Imran |
| 2024 | VTC | A Domain-Aware Framework for Interpretable and Resilient Propagation Models: Enabling Digital Twins for Wireless Networks. | Syed Basit Ali Zaidi, Waseem Raza, Haneya Naeem Qureshi, Muhammad Ali Imran, Ali Imran, Shuja Ansari |
| 2023 | GLOBECOM | Positioning Error Impact Compensation through Data-Driven Optimization in User-Centric Networks. | Waseem Raza, Fahd Ahmed Khan, Muhammad Umar Bin Farooq, Sabit Ekin, Ali Imran |
| 2023 | VTC | Learning-Aided Demand-Driven Elastic Architecture for 6G & Beyond. | Shahrukh Khan Kasi, Umair Sajid Hashmi, Sabit Ekin, Ali Imran |
| 2023 | RO-MAN | From Assistive Devices to Manufacturing Cobot Swarms. | Monica Li, Bruno Belzile, Ali Imran, Lionel Birglen, Giovanni Beltrame, David St-Onge |
| 2022 | HealthCom | MDT-based Intelligent Route Selection for 5G-Enabled Connected Ambulances. | Muhammad Umar Bin Farooq, Marvin Manalastas, Haneya Naeem Qureshi, Yongkang Liu, Ali Imran, Mohamad Omar Al Kalaa |
| 2022 | WCNC | Towards Positioning Error Impact Characterization and Minimization in User-Centric RAN. | Waseem Raza, Umair Sajid Hashmi, Ali Imran, Sabit Ekin |
| 2022 | WCNC | Deep Learning-based Framework for Multi-Fault Diagnosis in Self-Healing Cellular Networks. | Sajid Riaz, Haneya Naeem Qureshi, Usama Masood, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran |
| 2021 | GLOBECOM | Towards Addressing the Spatial Sparsity of MDT Reports to Enable Zero Touch Network Automation. | Joel Shodamola, Haneya Naeem Qureshi, Usama Masood, Ali Imran |
| 2020 | GLOBECOM | Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Multi-band Networks. | Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza, Aneeqa Ijaz, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran |
| 2020 | GLOBECOM | AI-Assisted RLF Avoidance for Smart EN-DC Activation. | Syed Muhammad Asad Zaidi, Marvin Manalastas, Adnan A. Abu-Dayya, Ali Imran |
| 2020 | PIMRC | Utilizing Loss Tolerance and Bandwidth Expansion for Energy Efficient User Association in HetNets. | Muhammad Umar Bin Farooq, Junaid Qadir, M. Majid Butt, Muhammad Naeem, Ali Imran |
| 2019 | GLOBECOM | A Machine Learning Based 3D Propagation Model for Intelligent Future Cellular Networks. | Usama Masood, Hasan Farooq, Ali Imran |
| 2019 | ISCC | Distilled Deep Learning based Classification of Abnormal Heartbeat Using ECG Data through a Low Cost Edge Device. | Morghan Hartmann, Hasan Farooq, Ali Imran |
| 2019 | VTC | Towards Real-Time User QoE Assessment via Machine Learning on LTE Network Data. | Umair Sajid Hashmi, Ashok N. Rudrapatna, Zhengxue Zhao, Marek Rozwadowski, Joseph H. Kang, Raj Wuppalapati, Ali Imran |
| 2018 | GLOBECOM | Mobility Prediction Empowered Proactive Energy Saving Framework for 5G Ultra-Dense HetNets. | Hasan Farooq, Ahmad Asghar, Ali Imran |
| 2018 | GLOBECOM | User Transmit Power Minimization through Uplink Resource Allocation and User Association in HetNets. | Umar Bin Farooq, Umair Sajid Hashmi, Junaid Qadir, Ali Imran, Adnan Noor Mian |
| 2018 | GLOBECOM | Optimal Coverage and Rate in Downlink Cellular Networks: A SIR Meta-Distribution Based Approach. | Ali Mohammad Hayajneh, Syed Ali Raza Zaidi, Desmond C. McLernon, Moe Z. Win, Ali Imran, Mounir Ghogho |
| 2018 | GLOBECOM | Deep Learning Based Detection of Sleeping Cells in Next Generation Cellular Networks. | Usama Masood, Ahmad Asghar, Ali Imran, Adnan Noor Mian |
| 2018 | PIMRC | Concurrent CCO and LB Optimization in Emerging HetNets: A Novel Solution and Comparative Analysis. | Ahmad Asghar, Hasan Farooq, Ali Imran |
| 2018 | PIMRC | Towards User QoE-Centric Elastic Cellular Networks: A Game Theoretic Framework for Optimizing Throughput and Energy Efficiency. | Umair Sajid Hashmi, Amann Islam, Karim M. Nasr, Ali Imran |
| 2018 | PIMRC | Towards Designing Systems with Large Number of Antennas for Range Extension in Ground-to-Air Communications. | Haneya Naeem Qureshi, Ali Imran |
| 2018 | PIMRC | Mobile Internet Activity Estimation and Analysis at High Granularity: SVR Model Approach. | Ali Rizwan, Kamran Arshad, Francesco Fioranelli, Ali Imran, Muhammad Ali Imran |
| 2017 | IWCMC | Fault prediction and reliability analysis in a real cellular network. | Yash Kumar, Hasan Farooq, Ali Imran |
| 2017 | PIMRC | A novel load-aware cell association for simultaneous network capacity and user QoS optimization in emerging HetNets. | Ahmad Asghar, Hasan Farooq, Ali Imran |
| 2017 | PIMRC | What user-cell association algorithms will perform best in mmWave massive MIMO ultra-dense HetNets? | Sinasi Cetinkaya, Umair Sajid Hashmi, Ali Imran |
| 2016 | IWCMC | mmWave based vs 2 GHz networks: What is more energy efficient? | Mohamad Omar Al Kalaa, Ali Imran, Hazem H. Refai |
| 2016 | WCNC | A user centric self-optimizing grid-based approach for antenna steering based on call detail records. | Naim Bitar, Ali Imran, Hazem H. Refai |
| 2015 | GLOBECOM | Continuous Time Markov Chain Based Reliability Analysis for Future Cellular Networks. | Hasan Farooq, Md. Salik Parwez, Ali Imran |
| 2015 | GLOBECOM | Spectral Efficiency Self-Optimization through Dynamic User Clustering and Beam Steering. | Md. Salik Parwez, Hasan Farooq, Ali Imran, Hazem H. Refai |
| 2015 | GLOBECOM | A Game Theoretic Approach for Optimizing Density of Remote Radio Heads in User Centric Cloud-Based Radio Access Network. | Bashar Romanous, Naim Bitar, Syed Ali Raza Zaidi, Ali Imran, Mounir Ghogho, Hazem H. Refai |
| 2014 | PIMRC | A SON solution for sleeping cell detection using low-dimensional embedding of MDT measurements. | Ahmed Zoha, Arsalan Saeed, Ali Imran, Muhammad Ali Imran, Adnan A. Abu-Dayya |
| 2014 | WCNC | Enabling IoT empowered smart lighting solutions: A communication theoretic perspective. | Syed Ali Raza Zaidi, Ali Imran, Desmond C. McLernon, Mounir Ghogho |
| 2013 | PIMRC | A framework for classification of Self-Organising network conflicts and coordination algorithms. | Hafiz Yasar Lateef, Ali Imran, Adnan A. Abu-Dayya |
| 2012 | PIMRC | Distributed Load Balancing through Self Organisation of cell size in cellular systems. | Ali Imran, Elias Yaacoub, Muhammad Ali Imran, Rahim Tafazolli |
| 2012 | WCNC | Use of learning, game theory and optimization as biomimetic approaches for Self-Organization in macro-femtocell coexistence. | Ali Imran, Mehdi Bennis, Lorenza Giupponi |
| 2011 | GLOBECOM | Distributed spectral efficiency optimization at hotspots through self organisation of BS tilts. | Ali Imran, Muhammad Ali Imran, Atta U. Quddus, Rahim Tafazolli |
| 2011 | VTC | Flexible Soft Frequency Reuse Schemes for Heterogeneous Networks (Macrocell and Femtocell). | Chrysovalantis Kosta, Ali Imran, Atta U. Quddus, Rahim Tafazolli |
| 2010 | PIMRC | A new performance characterization framework for Deployment Architectures of next generation distributed cellular networks. | Ali Imran, Muhammad Ali Imran, Rahim Tafazolli |
| 2010 | PIMRC | A novel Self Organizing framework for adaptive Frequency Reuse and Deployment in future cellular networks. | Ali Imran, Muhammad Ali Imran, Rahim Tafazolli |