| 2025 | ICASSP | Multilingual Speaker-Invariant Dysarthria Severity Assessment Using Adversarial Domain Adaptation and Self-Supervised Learning. | Lauren Stumpf, Balasundaram Kadirvelu, A. Aldo Faisal |
| 2025 | ICRA | An EEG Conformer Model for Error Feedback During Human-Robot Interaction. | Jinpei Han, Yinxuan Li, Xiao Gu, A. Aldo Faisal |
| 2024 | ICRA | Controlling FES of arm movements using physics-informed reinforcement learning via co-kriging adjustment. | Nat Wannawas, Clara Diaz-Pintado, Jyotindra Narayan, A. Aldo Faisal |
| 2021 | AAAI | Bayesian Distributional Policy Gradients. | Luchen Li, A. Aldo Faisal |
| 2021 | CHI | Personalised Recommendations in Mental Health Apps: The Impact of Autonomy and Data Sharing. | Svenja Pieritz, Mohammed Khwaja, A. Aldo Faisal, Aleksandar Matic |
| 2021 | SAFECOMP | Levels of Autonomy and Safety Assurance for AI-Based Clinical Decision Systems. | Paul Festor, Ibrahim Habli, Yan Jia, Anthony C. Gordon, A. Aldo Faisal, Matthieu Komorowski |
| 2020 | IROS | Real-World Human-Robot Collaborative Reinforcement Learning. | Ali Shafti, Jonas Tjomsland, William Dudley, A. Aldo Faisal |
| 2019 | IROS | Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation. | Benjamin Beyret, Ali Shafti, A. Aldo Faisal |
| 2019 | ICRA | Gaze-based, Context-aware Robotic System for Assisted Reaching and Grasping. | Ali Shafti, Pavel Orlov, A. Aldo Faisal |
| 2019 | RecSys | Aligning daily activities with personality: towards a recommender system for improving wellbeing. | Mohammed Khwaja, Miquel Ferrer, Jesus Omaa Iglesias, A. Aldo Faisal, Aleksandar Matic |
| 2018 | ETRA | Semantic fovea: real-time annotation of ego-centric videos with gaze context. | Chaiyawan Auepanwiriyakul, Alex Harston, Pavel Orlov, Ali Shafti, A. Aldo Faisal |
| 2018 | ETRA | A gaze-contingent intention decoding engine for human augmentation. | Pavel Orlov, Ali Shafti, Chaiyawan Auepanwiriyakul, Noyan Songur, A. Aldo Faisal |
| 2016 | ICRA | 3D gaze cursor: Continuous calibration and end-point grasp control of robotic actuators. | Pablo M. Tostado, William W. Abbott, A. Aldo Faisal |
| 2015 | BSN | Smartphone as an ultra-low cost medical tricorder for real-time cardiological measurements via ballistocardiography. | Constantinos Gavriel, Kim H. Parker, A. Aldo Faisal |
| 2015 | BSN | Kinematic body sensor networks and behaviourmetrics for objective efficacy measurements in neurodegenerative disease drug trials. | Constantinos Gavriel, Andreas A. C. Thomik, Pedro Rente Loureno, Sathiji Nageshwaran, Stavros Athanasopoulos, Anastasia Sylaidi, Richard Festenstein, A. Aldo Faisal |
| 2014 | BSN | Prediction of Arm End-Point Force Using Multi-channel MMG. | Salvatore Fara, Constantinos Gavriel, Chandra Sen Vikram, A. Aldo Faisal |
| 2014 | BSN | A Comparison of Day-Long Recording Stability and Muscle Force Prediction between BSN-Based Mechanomyography and Electromyography. | Constantinos Gavriel, A. Aldo Faisal |
| 2014 | BSN | Unsupervised Time Series Segmentation for High-Dimensional Body Sensor Network Data Streams. | David Haber, Andreas A. C. Thomik, A. Aldo Faisal |
| 2013 | BSN | Calibration of kinematic body sensor networks: Kinect-based gauging of data gloves "in the wild". | Alexandre P. Vicente, A. Aldo Faisal |