| 2023 | ICSOC | Improving Deep Learning Transparency: Leveraging the Power of LIME Heatmap. | Helia Farhood, Mohammad Najafi, Morteza Saberi |
| 2021 | EDOC | Improving Object Recognition in Crime Scenes via Local Interpretable Model-Agnostic Explanations. | Helia Farhood, Morteza Saberi, Mohammad Najafi |
| 2021 | ICSOC | Human-in-the-Loop Optimization for Artificial Intelligence Algorithms. | Helia Farhood, Morteza Saberi, Mohammad Najafi |
| 2020 | IROS | Meta-Learning Deep Visual Words for Fast Video Object Segmentation. | Harkirat Singh Behl, Mohammad Najafi, Anurag Arnab, Philip H. S. Torr |
| 2017 | SMC | Nonlinear workspace mapping for telerobotic assistance of upper limb in patients with severe movement disorders. | Carlos Rossa, Mohammad Najafi, Mahdi Tavakoli, Kim D. Adams |
| 2016 | CVPR | Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering. | Mohammad Najafi, Sarah Taghavi Namin, Mathieu Salzmann, Lars Petersson |
| 2015 | ICCV | Cutting Edge: Soft Correspondences in Multimodal Scene Parsing. | Sarah Taghavi Namin, Mohammad Najafi, Mathieu Salzmann, Lars Petersson |
| 2015 | WACV | A Multi-modal Graphical Model for Scene Analysis. | Sarah Taghavi Namin, Mohammad Najafi, Mathieu Salzmann, Lars Petersson |
| 2014 | ECCV | Non-associative Higher-Order Markov Networks for Point Cloud Classification. | Mohammad Najafi, Sarah Taghavi Namin, Mathieu Salzmann, Lars Petersson |
| 2014 | IROS | Multi-view terrain classification using panoramic imagery and LIDAR. | Sarah Taghavi Namin, Mohammad Najafi, Lars Petersson |
| 2013 | IROS | Classification of natural scene multi spectral images using a new enhanced CRF. | Mohammad Najafi, Sarah Taghavi Namin, Lars Petersson |
| 2011 | MICCAI | 3D Ocular Ultrasound Using Gaze Tracking on the Contralateral Eye: A Feasibility Study. | Narges Afsham, Mohammad Najafi, Purang Abolmaesumi, Robert Rohling |