| 2025 | EMNLP | Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments. | Muhammad Ali, Salman Khan |
| 2025 | ICIAP | Artificial Intelligence-Assisted Image Segmentation in Scratch Wound Healing Assays Using Threshold and Level Set Methods. | Viviana Benfante, Muhammad Ali, Farhan Khan, Sebastiano Piana, Alessandro Sperandeo, Anthony J. Yezzi, Albert Comelli |
| 2025 | ICIAP | Paravertebral Space Muscles Segmentation in Patients with Oral Squamous Cell Carcinoma: A Preliminary Step for Radiomics Studies. | Paolo Buscemi, Gaspare Centineo, Muhammad Ali, Viviana Benfante, Antonio Lo Casto, Albert Comelli |
| 2025 | ICIAP | Prostate MRI Segmentation: A Comparative Analysis of U-Net and E-Net Deep Learning Models. | Gaspare Centineo, Leonardo Salvaggio, Syed Ibrar Hussain, Muhammad Ali, Kristen M. Meiburger, Filippo Molinari, Albert Comelli |
| 2025 | ICIAP | Unsupervised MR to CT Synthesis: A Comparative Analysis of Explicit Structural Constrained Adversarial Learning and Adversarial Diffusion Models. | Luca Cruciata, Muhammad Ali, Salvatore Contino, Viviana Benfante, Roberto Pirrone, Albert Comelli |
| 2025 | ICIAP | Automated Prostate Gland Detection in MRI Using YOLOv8: A Deep Learning Approach for Early Diagnosis. | Akhtar Rasool, Muhammad Ali, Leonardo Salvaggio, Viviana Benfante, Albert Comelli |
| 2025 | IUI | Unequal Opportunities: Examining the Bias in Geographical Recommendations by Large Language Models. | Shiran Dudy, Thulasi Tholeti, Resmi Ramachandranpillai, Muhammad Ali, Toby Jia-Jun Li, Ricardo Baeza-Yates |
| 2025 | IWCMC | Deep Learning-Based Task Offloading for Efficient and Reliable Computation in High-Mobility Vehicular Networks. | Muhammad Ali, Usman Nazir, Mubashar Mushtaq, Faizad Ullah, Tariq Qayyam, Asadullah Tariq, Mohamed Adel Serhani, Irfanud Din |
| 2025 | IWCMC | Intelligent Task Offloading in VANETs: A Hybrid AI-Driven Approach for Low-Latency and Energy Efficiency. | Tariq Qayyum, Asadullah Tariq, Muhammad Ali, Mohamed Adel Serhani, Zouheir Trabelsi, Maite Lpez-Snchez |
| 2025 | WACV | COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered Scenes. | Muhammad Ali, Mamoona Javaid, Mubashir Noman, Mustansar Fiaz, Salman H. Khan |
| 2024 | ATSIP | VisCrypt: Image Encryption Featuring Novel Chaotic Key Generation and Block Permutation Techniques with Visual Cryptography. | Muhammad Shahbaz Khan, Jawad Ahmad, Muhammad Ali, Ahmed Al-Dubai, Nikolaos Pitropakis, William J. Buchanan |
| 2024 | EACL | Antonym vs Synonym Distinction using InterlaCed Encoder NETworks (ICE-NET). | Muhammad Ali, Yan Hu, Jianbin Qin, Di Wang |
| 2024 | EDUCON | Empowering K-12 STEM Teachers to Be AI-ready: The Insights from a Bibliometrics Study. | Ming Ma, Muhammad Ali, Gary K. W. Wong |
| 2024 | FIT | Merging UAV-Derived Metrics with Crop Physiology to Estimate Sunflower Yield. | Usama Athar, Muhammad Ali, Zuhair Zafar, Haris Khurshid, Karsten Berns, Muhammad Moazam Fraz |
| 2024 | FNC | Cloud-Based Framework for Data Exchange to Enhance Global Healthcare. | Ammerha Naz, Muhammad Ali, Sehrish Munawar Cheema, Ivan Miguel Pires |
| 2024 | ICDCS | Demo: Orchflow: Orchestration and Management of IoT-Centric Distributed Workflows. | Sehrish Amjad, Ahmed Akhtar, Muhammad Ali, Basit Shafiq, Shafay Shamail, Ayesha Afzal, Jaideep Vaidya |
| 2024 | ICIP | Fanet: Feature Amplification Network for Semantic Segmentation in Cluttered Background. | Muhammad Ali, Mamoona Javaid, Mubashir Noman, Mustansar Fiaz, Salman Khan |
| 2024 | ICPRAM | Enhanced Segmentation of Deformed Waste Objects in Cluttered Environments. | Muhammad Ali, Omar Alsuwaidi, Salman Khan |
| 2024 | IGARSS | Surface Deformation Estimation Along the Coastal Area of Pakistan. | Muhammad Ali, Zeeshan Afzal, Sajid Hussain, Alessandra Budillon, Gilda Schirinzi |
| 2023 | APCC | Provenance-based smart parking system with multilevel fog nodes. | Noman Gul, Asad Masood Khattak, Muhammad Ali, Bashir Hayat, Awais Ahmad, Wasim Abbas |
| 2023 | EPIA | An IoT-Based Framework for Sustainable Supply Chain Management System. | Muhammad Ali, Sehrish Munawar Cheema, Ivan Miguel Pires, Ammerha Naz, Zaheer Aslam, Nasir Ayub, Paulo Jorge Simes Coelho |
| 2023 | ICIAP | Prostate Cancer Detection: Performance of Radiomics Analysis in Multiparametric MRI. | Muhammad Ali, Viviana Benfante, Giuseppe Cutaia, Leonardo Salvaggio, Sara Rubino, Marzia Portoghese, Marcella Ferraro, Rosario Corso, Giovanni Piraino, Tommaso Ingrassia, Gabriele Tulone, Nicola Pavan, Domenico Di Raimondo, Antonino Tuttolomondo, Alchiede Simonato, Giuseppe Salvaggio |
| 2023 | ICIAP | Grading and Staging of Bladder Tumors Using Radiomics Analysis in Magnetic Resonance Imaging. | Viviana Benfante, Giuseppe Salvaggio, Muhammad Ali, Giuseppe Cutaia, Leonardo Salvaggio, Sergio Salerno, Gabriele Bus, Gabriele Tulone, Nicola Pavan, Domenico Di Raimondo, Antonino Tuttolomondo, Alchiede Simonato, Albert Comelli |
| 2023 | IGARSS | Geological Interpretation of the Deformation Obtained by PSInSAR in Islamabad and Rawalpindi. | Zeeshan Afzal, Timo Balz, Muhammad Ali, Aamer Asghar, Sajid Hussain, Ousaha Sunantha |
| 2023 | IGARSS | Pakistan Earthquake Study Using Sentinel-1 Tops Interferometry. | Muhammad Ali, Zohaib Afzal, Alessandra Budillon, Giampaolo Ferraioli, Sajid Hussain, Gilda Schirinzi |
| 2023 | SiggraphA | Boundless Conversations: AI-Powered Video Interactions across Domains, Languages, and Time. | Alberto Chierici, Soojin Lee, Nizar Habash, Aaron Sherwood, Bishnu Dev, Gautham Kumar, Muhammad Ali |
| 2022 | APSEC | Business Process Model Annotation Techniques: Identification, Classification and Analysis. | Muhammad Ali, Khurram Shahzad |
| 2022 | ICISSP | Profile Hidden Markov Model Malware Detection and API Call Obfuscation. | Muhammad Ali, Monem Hamid, Jacob Jasser, Joachim Lerman, Samod Shetty, Fabio Di Troia |
| 2022 | IGARSS | Marine Plastic Detection Using Optical Data. | Sergio Vitale, Giampaolo Ferraioli, Muhammad Ali, Vito Pascazio, Laura Ricciotti, Giuseppina Roviello, Gilda Schirinzi |
| 2022 | IGARSS | Validation of Global Precipitation Measurements (GPM) Over Two Different Physiographic Regions of Pakistan. | Muhammad Ali, Jabir Nazir |
| 2021 | DSD | Vector Processing Unit: A RISC-V based SIMD Co-processor for Embedded Processing. | Muhammad Ali, Matthias von Ameln, Diana Goehringer |
| 2021 | FPL | Power-Aware Computing Systems on FPGAs: A Survey. | Gkhan Akgn, Muhammad Ali, Diana Ghringer |
| 2021 | FPL | AITIA: Embedded AI Techniques for Industrial Applications. | Marcelo Brandalero, Mitko Veleski, Hector Gerardo Muoz Hernandez, Muhammad Ali, Laurens Le Jeune, Toon Goedem, Nele Mentens, Jurgen Vandendriessche, Lancelot Lhoest, Bruno da Silva, Abdellah Touhafi, Diana Goehringer, Michael Hbner |
| 2021 | RecSys | Measuring and Mitigating Bias and Harm in Personalized Advertising. | Muhammad Ali |
| 2021 | WSDM | Ad Delivery Algorithms: The Hidden Arbiters of Political Messaging. | Muhammad Ali, Piotr Sapiezynski, Aleksandra Korolova, Alan Mislove, Aaron Rieke |
| 2020 | IECON | Synthesizing Averaged Virtual Oscillator Dynamics to Control Inverters with an Output LCL Filter. | Muhammad Ali, Hendra I. Nurdin, John E. Fletcher |
| 2019 | AINA | Pro Utility Pro Consumer Comfort Demand Side Management in Smart Grid. | Waleed Ahmad, Nadeem Javaid, Basit Karim, Syed Qasim Jan, Muhammad Ali, Raza Abid Abbasi, Sajjad Khan |
| 2019 | IECON | On the Power Sharing Dynamics of Parallel-Connected Virtual Oscillator-Controlled and Droop-Controlled Inverters in an AC Microgrid. | Muhammad Ali, Animesh K. Sahoo, Hendra I. Nurdin, Jayashri Ravishankar, John E. Fletcher |
| 2018 | CaiSE | Enhanced Benchmark Datasets for a Comprehensive Evaluation of Process Model Matching Techniques. | Muhammad Ali, Khurram Shahzad |
| 2018 | GLOBECOM | Intelligent and Energy Efficient Mobile Smartphone Gateway for Healthcare Smart Devices Based on 5G. | Tshiamo Sigwele, Yim-Fun Hu, Muhammad Ali, Jiacheng Hou, Misfa Susanto, Helmy Fitriawan |
| 2018 | IECON | Simultaneous Regulation of Active and Reactive Output Power of Parallel-Connected Virtual Oscillator Controlled Inverters. | Muhammad Ali, Hendra I. Nurdin, John E. Fletcher |
| 2017 | FIT | A Comparative Study of Electric Vehicles Concerning Charging Infrastructure and Power Levels. | Salman Habib, Muhammad Mansoor Khan, Khurram Hashmi, Muhammad Ali, Houjun Tang |
| 2017 | IJCAI | Locality Preserving Projections for Grassmann manifold. | Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Haoran Chen, Muhammad Ali, Baocai Yin |
| 2016 | DICTA | MLE-Based Learning on Grassmann Manifolds. | Muhammad Ali, Junbin Gao, Michael Antolovich |
| 2016 | ICIP | Character recognition in natural scene images using rank-1 tensor decomposition. | Muhammad Ali, Hassan Foroosh |
| 2016 | IJCNN | Classification on Stiefel and Grassmann manifolds via maximum Likelihood estimation of matrix distributions. | Muhammad Ali, Junbin Gao, Michael Antolovich |
| 2016 | PIMRC | Compact dual-band antenna array for massive MIMO. | Linsheng Li, Muhammad Ali, Katsuyuki Haneda |
| 2014 | WCNC | Fairness evaluation of scheduling algorithms for dense M2M implementations. | Sahibzada Ali Mahmud, Faizan Khan, Muhammad Ali, Gul Muhammad Khan, Faqir Zarrar Yousaf |
| 2013 | HPCC | An Efficient Routing Scheme for Overlay Network of SOAP Proxies in Constrained Networks. | Muhammad Ali, Hailong Sun, Wei Yuan |
| 2013 | IGARSS | Estimation and validation of leaf area index time series for crops on 5M scale from space. | Muhammad Ali, Carsten Montzka, Anja Stadler, Gunter Menz, Harry Vereecken |
| 2012 | ICRA | Compliances of symmetric flexure hinges for planar compliant mechanisms. | Nicolae Lobontiu, Matt Cullin, Ephrahim Garcia, Jennifer McFerran Brock, Muhammad Ali |
| 2012 | ICSE | G-RankTest: Regression testing of controller applications. | Leonardo Mariani, Oliviero Riganelli, Mauro Santoro, Muhammad Ali |
| 2009 | ESORICS | Obligation Language and Framework to Enable Privacy-Aware SOA. | Muhammad Ali, Laurent Bussard, Ulrich Pinsdorf |