| 2024 | ICLR | REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes. | David Ireland, Giovanni Montana |
| 2022 | ICML | LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation. | David Ireland, Giovanni Montana |
| 2018 | ICONIP | Sentimental Analysis for AIML-Based E-Health Conversational Agents. | David Ireland, Hamed Hassanzadeh, Son N. Tran |
| 2016 | HIC | Hello Harlie: Enabling Speech Monitoring Through Chat-Bot Conversations. | David Ireland, Christina Atay, Jacki Liddle, Dana Bradford, Helen Lee, Olivia Rushin, Thomas Mullins, Dan Angus, Janet Wiles, Simon McBride, Adam P. Vogel |
| 2016 | HIC | Classification of Movement of People with Parkinsons Disease Using Wearable Inertial Movement Units and Machine Learning. | David Ireland, Ziwei Wang, Robyn Lamont, Jacki Liddle |
| 2008 | CEC | Automated solution selection in multi-objective optimisation. | Andrew Lewis, David Ireland |
| 2008 | CEC | Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments. | Ian Scriven, David Ireland, Andrew Lewis, Sanaz Mostaghim, Jrgen Branke |
| 2008 | CEC | Decentralised distributed multiple objective particle swarm optimisation using peer to peer networks. | Ian Scriven, Andrew Lewis, David Ireland, Junwei Lu |