| 2025 | ECAI | SustainFed-LLM: Renewable Energy Aware Client Selection for Energy Efficient Federated Training of Large Language Models. | Sunbal Iftikhar, Hassan Khan, Steven Davy |
| 2025 | ECAI | N for Parameter: Efficient Multi-Scale Neural Audio Super Resolution with GAN. | Mark Magumba, Steven Davy, Owais Bin Zuber |
| 2025 | ICMLA | NeuCODEX: Edge-Cloud Co-Inference with Spike-Driven Compression and Dynamic Early-Exit. | Maruf Hassan, Steven Davy, Muhammad Zawish, Owais Bin Zuber, Nouman Ashraf |
| 2024 | CVPR | Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge. | Muhammad Zawish, Paul Albert, Flavio Esposito, Steven Davy, Lizy Abraham |
| 2024 | ECAI | Tailored-LLaMA: Optimizing Few-Shot Learning in Pruned LLaMA Models with Task-Specific Prompts. | Steven Davy, Danyal Aftab |
| 2023 | ICASSP | A Causal Convolutional Approach for Packet Loss Concealment in Low Powered Devices. | Steven Davy, Niamh Belton, Joshua Tobin, Owais Bin Zuber, Liu Dong, Yuan Xuewen |
| 2022 | GLOBECOM | Towards Resource-aware DNN Partitioning for Edge Devices with Heterogeneous Resources. | Muhammad Zawish, Lizy Abraham, Kapal Dev, Steven Davy |
| 2018 | NetSoft | Domain Federation via MPLS and SDN for Dynamic, Real-time End-to-end QoS Support. | Sidhant Hasija, Rashid Mijumbi, Steven Davy, Alan Davy, Brendan Jennings, Keith Griffin |
| 2016 | CNSM | A connectionist approach to dynamic resource management for virtualised network functions. | Rashid Mijumbi, Sidhant Hasija, Steven Davy, Alan Davy, Brendan Jennings, Raouf Boutaba |
| 2015 | CNSM | Server placement and assignment in virtualized radio access networks. | Rashid Mijumbi, Joan Serrat, Juan-Luis Gorricho, Javier Rubio-Loyola, Steven Davy |
| 2015 | EUMAS | Collaborative Framework for Monitoring Reliability of Distributed Components of Composed Services. | Hisain Elshaafi, Steven Davy, Dmitri Botvich |
| 2015 | NetSoft | Design and evaluation of algorithms for mapping and scheduling of virtual network functions. | Rashid Mijumbi, Joan Serrat, Juan-Luis Gorricho, Niels Bouten, Filip De Turck, Steven Davy |
| 2013 | IM | Semantic web technologies to aid dominance detection for access control policies. | Jason Barron, Steven Davy |
| 2013 | IM | A language driven approach to multi-system access control. | Steven Davy, Jason Barron, Lei Shi, Bernard Butler, Brendan Jennings, Keith Griffin, Kevin Collins |
| 2011 | CNSM | Policy-assisted planning and deployment of virtual networks. | Steven Davy, Joan Serrat, Antonio Astorga, Brendan Jennings, Javier Rubio-Loyola |
| 2011 | IM | Conflict analysis during authoring of management policies for federations. | Jason Barron, Steven Davy, Brendan Jennings |
| 2010 | CNSM | Intrinsic monitoring within an IPv6 network: mapping node information to network paths. | Lei Shi, Alan Davy, David Muldowney, Steven Davy, Edzard Hfig, Xiaoming Fu |
| 2010 | GLOBECOM | On Minimizing Network Wide Node Update Time. | Lei Shi, Jing Fu, Steven Davy |
| 2009 | IM | A model based approach to autonomic management of virtual networks. | Steven Davy, Claire Fahy, Zohra Boudjemil, Leigh Griffin, John Strassner |
| 2009 | IM | On harnessing information models and ontologies for policy conflict analysis. | Steven Davy, Brendan Jennings, John Strassner |
| 2008 | NOMS | Application domain independent policy conflict analysis using information models. | Steven Davy, Brendan Jennings, John Strassner |