| 2025 | AICCSA | A Multi-Task Convolutional Neural Network for Gaze Estimation: A From-Scratch Approach. | Rawdha Karmi, Ines Rahmany, Nawres Khlifa |
| 2025 | ICAART | A Deep Learning Approach for Predicting the Response to Anti-VEGF Treatment in Diabetic Macular Edema Patients Using Optical Coherence Tomography Images. | Karima Garraoui, Ines Rahmany, Salah Dhahri, Hedi Tabia, Dsir Sidib, Hsouna Zgolli, Nawres Khlifa |
| 2025 | ICAART | Hybrid Siamese EfficientNet-B2 and Swin Transformer Network for OCT-Based Prediction of Anti-VEGF Response in Diabetic Macular Edema. | Karima Garraoui, Ines Rahmany, Hedi Tabia, Dsir Sidib, Hsouna Zgolli, Nawres Khlifa |
| 2025 | ICAART | Enhancing Appearance-Based Gaze Estimation Through Attention-Based Convolutional Neural Networks. | Rawdha Karmi, Ines Rahmany, Nawres Khlifa |
| 2025 | ICAART | Adaptive Attention Mechanisms in CNNs for Accurate Gaze Estimation from Visual Features. | Rawdha Karmi, Ines Rahmany, Nawres Khlifa |
| 2023 | ICCCI | Reliable Framework for Digital Forensics in Medical Internet of Things. | Ines Rahmany, Rihab Saidi, Tarek Moulahi, Mutiq Almutiq |
| 2022 | CoDIT | Prediction of microsatellite instability for the detection of colorectal cancer by GAN-CNN. | Khouloud Mnassri, Ines Rahmany, Nawres Khlifa, Sihem Hmissa, Nabiha Missaoui |
| 2022 | IWCMC | Optimized Stacked Auto-Encoder for Unnecessary Data Reduction in Cloud of Things. | Ines Rahmany, Najwa Dhahri, Tarek Moulahi, Abdulatif Alabdulatif |
| 2022 | NCA | Deep Reinforcement Learning for Downlink Resource Allocation in Vehicular Small Cell Networks. | Ibtissem Brahmi, Monia Hamdi, Ines Rahmany, Faouzi Zarai |
| 2021 | IWCMC | Grey Wolf Optimizer Enhanced SVM for IoT Fault Detection. | Ines Rahmany, Hadhami Mnassri, Tarek Moulahi, Salim El Khediri |
| 2018 | CoDIT | Cerebral Aneurysm Computer-Aided Detection System by combing MSER, SURF and SIFT descriptors. | Ines Rahmany, Becem Arfaoui, Nawres Khlifa, Houda Megdiche |