| 2025 | HealthCom | SSC-UNet: UNet with Self-Supervised Contrastive Learning for Phonocardiography Noise Reduction. | Lizy Abraham, Siobhan Coughlan, Kritika Rajain, Changhong Li, Saji Philip, Adam James |
| 2025 | IECON | Automating Motor Predictive Maintenance (PdM) by real-time Explainable AI (XAI) and Deep Learning. | Omer Ali, Anum Hussain, Lizy Abraham, Ashraf Bani Ahmad, Mohamad Khairi Ishak |
| 2024 | CVPR | Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge. | Muhammad Zawish, Paul Albert, Flavio Esposito, Steven Davy, Lizy Abraham |
| 2024 | ETFA | Building Trust in AI-Driven Decision Making for Cyber-Physical Systems (CPS): A Comprehensive Review. | Rahul Umesh Mhapsekar, Muhammad Iftikhar Umrani, Malik Faizan, Omer Ali, Lizy Abraham |
| 2022 | GLOBECOM | Towards Resource-aware DNN Partitioning for Edge Devices with Heterogeneous Resources. | Muhammad Zawish, Lizy Abraham, Kapal Dev, Steven Davy |
| 2018 | BSN | A machine learning approach for gesture recognition with a lensless smart sensor system. | Niccolo Norman, Andrea Urru, Lizy Abraham, Michael J. Walsh, Salvatore Tedesco, Angelo Cenedese, Gian Antonio Susto, Brendan O'Flynn |