| 2025 | ECAI | Grammar-Guided Evolutionary Search for Discrete Prompt Optimisation. | Muzhaffar Hazman, Minh-Khoi Pham, Shweta Soundararajan, Goncalo Mordido, Leonardo Lucio Custode, David Lynch, Giorgio Cruciata, Yucheng Shi, Hongmeng Song, Wang Chao, Pan Yue, Aleksandar Milenovic, Alexandros Agapitos |
| 2020 | CEC | Hierarchical Grammar-Guided Genetic Programming Techniques for Scheduling in Heterogeneous Networks. | Takfarinas Saber, David Lynch, David Fagan, Stepn Kucera, Holger Claussen, Michael O'Neill |
| 2020 | IJCNN | Localisation in Wireless Networks using Deep Bidirectional Recurrent Neural Networks. | David Lynch, Lester T. W. Ho, Michael MacDonald, Michael O'Neill |
| 2020 | PPSN | Program Synthesis in a Continuous Space Using Grammars and Variational Autoencoders. | David Lynch, James McDermott, Michael O'Neill |
| 2019 | GECCO | Evolutionary learning of link allocation algorithms for 5G heterogeneous wireless communications networks. | David Lynch, Takfarinas Saber, Stepn Kucera, Holger Claussen, Michael O'Neill |
| 2018 | CEC | Managing Quality of Service Through Intelligent Scheduling in Heterogeneous Wireless Communications Networks. | David Lynch, David Fagan, Stepn Kucera, Holger Claussen, Michael O'Neill |
| 2018 | EUROGP | Multi-level Grammar Genetic Programming for Scheduling in Heterogeneous Networks. | Takfarinas Saber, David Fagan, David Lynch, Stepn Kucera, Holger Claussen, Michael O'Neill |
| 2018 | GECCO | Towards automation & augmentation of the design of schedulers for cellular communications networks. | Michael Fenton, David Lynch, David Fagan, Stepn Kucera, Holger Claussen, Michael O'Neill |
| 2018 | MICCAI | Convolutional Neural Network Based COPD and Emphysema Classifications Are Predictive of Lung Cancer Diagnosis. | Charles R. Hatt, Craig J. Galbn, Wassim Labaki, Ella A. Kazerooni, David Lynch, Meilan Han |
| 2017 | GECCO | Multilayer optimization of heterogeneous networks using grammatical genetic programming. | Michael Fenton, David Lynch, Stepn Kucera, Holger Claussen, Michael O'Neill |
| 2017 | IJCNN | Deep learning through evolution: A hybrid approach to scheduling in a dynamic environment. | David Fagan, Michael Fenton, David Lynch, Stepn Kucera, Holger Claussen, Michael O'Neill |
| 2016 | EUROGP | Scheduling in Heterogeneous Networks Using Grammar-Based Genetic Programming. | David Lynch, Michael Fenton, Stepn Kucera, Holger Claussen, Michael O'Neill |
| 2016 | GECCO | Evolutionary Learning of Scheduling Heuristics for Heterogeneous Wireless Communications Networks. | David Lynch, Michael Fenton, Stepn Kucera, Holger Claussen, Michael O'Neill |
| 2015 | CEC | Load balancing in heterogeneous networks using an evolutionary algorithm. | Michael Fenton, David Lynch, Stepn Kucera, Holger Claussen, Michael O'Neill |