| 2025 | DSD | Federated Learning for Obstacle Detection to Assist the Visually-Impaired Using Augmented Reality. | Fatemeh Akbarian, Robbe Vlaeminck, Joran Verheijen, Amin Aminifar, Amir Aminifar |
| 2025 | IJCNN | Federated Learning with Patient-Annotated Data in Epileptic Seizure Detection. | Amin Aminifar, Jonathan Dan, David Atienza |
| 2025 | IJCNN | Robustness and Privacy Interplay in Patient Membership Inference. | Anahita Baninajjar, Amin Aminifar, Kamran Hosseini, Amir Aminifar, Ahmed Rezine |
| 2024 | ECAI | LightFF: Lightweight Inference for Forward-Forward Algorithm. | Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar |
| 2024 | ISCAS | RecogNoise: Machine-Learning-Based Recognition of Noisy Segments in Electrocardiogram Signals. | Amin Aminifar, Soheil Khooyooz, Anice Jahanjoo, Salar Shakibhamedan, Nima TaheriNejad |
| 2024 | ISCAS | High-Accuracy Stress Detection Using Wrist-Worn PPG Sensors. | Anice Jahanjoo, Nima TaheriNejad, Amin Aminifar |
| 2021 | ICASSP | Scalable Privacy-Preserving Distributed Extremely Randomized Trees for Structured Data With Multiple Colluding Parties. | Amin Aminifar, Fazle Rabbi, Yngve Lamo |
| 2021 | SAC | Privacy preserving distributed extremely randomized trees. | Amin Aminifar, Fazle Rabbi, Ka I Pun, Yngve Lamo |