| 2026 | ICPR | OPTNet: Ordering Point Transformer Network for Post-disaster 3D Semantic Segmentation. | Nhut Le, Ehsan Karimi, Maryam Rahnemoonfar |
| 2026 | ICPR | From Short Histories to Long Futures: Horizon-Aware Graph Neural Networks for Long Horizon Forecasting. | Zesheng Liu, Maryam Rahnemoonfar |
| 2025 | ICIP | ST-GRIT: Spatio-Temporal Graph Transformer For Internal Ice Layer Thickness Prediction. | Zesheng Liu, Maryam Rahnemoonfar |
| 2024 | ICIP | Deep Spectral Siamese Network For Heterogeneous Object Verification In Amazon Robotic Warehouse. | Maryam Rahnemoonfar |
| 2024 | IGARSS | Physics-informed Machine Learning for Deep Ice Layer Tracing in SAR images. | Maryam Rahnemoonfar, Benjamin Zalatan |
| 2024 | IGARSS | Flood Simulation: Integrating UAS Imagery and Ai-Generated Data With Diffusion Model. | Xiyang Hu, Maryam Rahnemoonfar |
| 2024 | IGARSS | Graph Neural Network as Computationally Efficient Emulator Of Ice-Sheet And Sea-Level System Model (ISSM). | Younghyun Koo, Maryam Rahnemoonfar |
| 2023 | ICIP | Prediction of Deep Ice Layer Thickness Using Adaptive Recurrent Graph Neural Networks. | Benjamin Zalatan, Maryam Rahnemoonfar |
| 2023 | IGARSS | Efficient Large-Scale Damage Assessment After Natural Disasters With UAVS and Deep Learning. | Maryam Rahnemoonfar, Farshad Safavi |
| 2023 | IGARSS | RESCUENet-VQA: A Large-Scale Visual Question Answering Benchmark for Damage Assessment. | Argho Sarkar, Maryam Rahnemoonfar |
| 2023 | IGARSS | Prediction of Annual Snow Accumulation Using a Recurrent Graph Convolutional Approach. | Benjamin Zalatan, Maryam Rahnemoonfar |
| 2023 | IGARSS | ECHOVIT: Vision Transformers Using Fast-And-Slow Time Embeddings. | Oluwanisola Ibikunle, Debvrat Varshney, Jilu Li, Maryam Rahnemoonfar, John Paden |
| 2022 | ICIP | Grad-Cam Aware Supervised Attention for Visual Question Answering for Post-Disaster Damage Assessment. | Argho Sarkar, Maryam Rahnemoonfar |
| 2022 | IGARSS | Learning Snow Layer Thickness Through Physics Defined Labels. | Debvrat Varshney, Oluwanisola Ibikunle, John Paden, Maryam Rahnemoonfar |
| 2021 | ICIP | Self Attention Based Semantic Segmentation on a Natural Disaster Dataset. | Tashnim Chowdhury, Maryam Rahnemoonfar |
| 2021 | IGARSS | VQA-Aid: Visual Question Answering for Post-Disaster Damage Assessment and Analysis. | Argho Sarkar, Maryam Rahnemoonfar |
| 2021 | IGARSS | Regression Networks for Calculating Englacial Layer Thickness. | Debvrat Varshney, Maryam Rahnemoonfar, Masoud Yari, John Paden |
| 2021 | IGARSS | Attention Based Semantic Segmentation on UAV Dataset for Natural Disaster Damage Assessment. | Tashnim Chowdhury, Maryam Rahnemoonfar |
| 2020 | IGARSS | Snow Radar Layer Tracking Using Iterative Neural Network Approach. | Oluwanisola Ibikunle, John Paden, Maryam Rahnemoonfar, David J. Crandall, Masoud Yari |
| 2020 | IGARSS | Radar Sensor Simulation with Generative Adversarial Network. | Maryam Rahnemoonfar, Masoud Yari, John Paden |
| 2020 | IGARSS | Multi-Scale and Temporal Transfer Learning for Automatic Tracking of Internal Ice Layers. | Masoud Yari, Maryam Rahnemoonfar, John Paden |
| 2019 | IGARSS | Semantic Segmentation of Underwater Sonar Imagery with Deep Learning. | Maryam Rahnemoonfar, Dugan Dobbs |
| 2018 | IGARSS | Flooded Area Detection from Uav Images Based on Densely Connected Recurrent Neural Networks. | Maryam Rahnemoonfar, Robin R. Murphy, Marina Vicens Miquel, Dugan Dobbs, Ashton Adams |
| 2018 | IGARSS | Deep Hybrid Wavelet Network for Ice Boundary Detection in Radra Imagery. | Hamid Kamangir, Maryam Rahnemoonfar, Dugan Dobbs, John Paden, Geoffrey C. Fox |
| 2017 | CVPR | The First Automatic Method for Mapping the Pothole in Seagrass. | Maryam Rahnemoonfar, Masoud Yari, Abdullah Rahman, Richard Kline |
| 2017 | IGARSS | Automatic Ice thickness estimation in radar imagery based on charged particles concept. | Maryam Rahnemoonfar, Amin Abbasi Habashi, John Paden, Geoffrey C. Fox |
| 2017 | IGARSS | Real-time scene understanding for UAV imagery based on deep convolutional neural networks. | Clay Sheppard, Maryam Rahnemoonfar |
| 2011 | ICDAR | Restoration of Arbitrarily Warped Historical Document Images Using Flow Lines. | Maryam Rahnemoonfar, Apostolos Antonacopoulos |
| 2005 | IGARSS | Two dimensional phase unwrapping of interferometric SAR data by means of wavelet technique. | Maryam Rahnemoonfar, Mohammad Rahmati, Ahad Tavakoli, M. R. Saradjian |