| 2024 | ICASSP | Audio-Aided Learning Framework for Image Classification with Limited Training Images. | Qi Wu, Chengjia Wang, Xiaohui Li, Guangxing Wu, Marta Vallejo, Ruixuan Wang |
| 2024 | ICPRAM | Quantification of Matching Results for Autofluorescence Intensity Images and Histology Images. | Malihe Javidi, Qiang Wang, Marta Vallejo |
| 2016 | GECCO | A Multi-Objective Approach to Predicting Motor and Cognitive Deficit in Parkinson's Disease Patients. | Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith, David W. Corne, Michael A. Lones |
| 2016 | GECCO | Using Multiobjective Evolutionary Algorithms to Understand Parkinson's Disease. | Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stephen L. Smith, David W. Corne, Michael A. Lones |
| 2015 | ICAART | Agent-based Modelling for Green Space Allocation in Urban Areas - Factors Influencing Agent Behaviour. | Marta Vallejo, Verena Rieser, David W. Corne |
| 2013 | ICAART | Evolving Urbanisation Policies - Using a Statistical Model to Accelerate Optimisation over Agent-based Simulations. | Marta Vallejo, David W. Corne, Verena Rieser |
| 2013 | ICAART | Evolving Optimal Spatial Allocation Policies for Complex and Uncertain Environments. | Marta Vallejo, David W. Corne, Verena Rieser |