| 2025 | ICML | Inducing, Detecting and Characterising Neural Modules: A Pipeline for Functional Interpretability in Reinforcement Learning. | Anna Soligo, Pietro Ferraro, David Boyle |
| 2024 | ICML | Probabilistic Constrained Reinforcement Learning with Formal Interpretability. | Yanran Wang, Qiuchen Qian, David Boyle |
| 2021 | Interspeech | Configurable Privacy-Preserving Automatic Speech Recognition. | Ranya Aloufi, Hamed Haddadi, David Boyle |
| 2021 | MOBICOM | EDGY: on-device paralinguistic privacy protection. | Ranya Aloufi, Hamed Haddadi, David Boyle |
| 2020 | SENSYS | Towards identifying IoT traffic anomalies on the home gateway: poster abstract. | Eman Maali, David Boyle, Hamed Haddadi |
| 2019 | SENSYS | Emotion Filtering at the Edge. | Ranya Aloufi, Hamed Haddadi, David Boyle |
| 2019 | SENSYS | Privacy preserving speech analysis using emotion filtering at the edge: poster abstract. | Ranya Aloufi, Hamed Haddadi, David Boyle |
| 2012 | BSN | A Novel and Miniaturized 433/868MHz Multi-band Wireless Sensor Platform for Body Sensor Network Applications. | John L. Buckley, Brendan O'Flynn, L. Loizou, Peter Haigh, David Boyle, Philip Angove, John Barton, S. Cian O'Mathuna, Emanuel M. Popovici, Sean O'Connell |