| 2025 | AAAI | Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes. | Joonhyuk Ko, Juba Ziani, Saswat Das, Matt Williams, Ferdinando Fioretto |
| 2024 | AAAI | Targeted Activation Penalties Help CNNs Ignore Spurious Signals. | Dekai Zhang, Matt Williams, Francesca Toni |
| 2024 | SC | Federated Single Sign-On and Zero Trust Co-design for AI and HPC Digital Research Infrastructures. | Sadaf R. Alam, Christopher J. Woods, Matt Williams, Dave Moore, Isaac Prior, Ethan Williams, Anna Price, James Womack, Simon McIntosh-Smith, Fan Yang-Turner, Matt Pryor, Ilja Livenson |
| 2021 | CBMS | A fully automated deep learning pipeline to assess muscle mass in brain tumor patients. | Radvile Mauricaite, Ella Mi, Jiarong Chen, Andrew Ho, Lillie Pakzad-Shahabi, Matt Williams |
| 2019 | CBMS | Assessing K-Nearest Neighbours Algorithm for Simple, Interpretable Time-to-Event Survival Predictions Over a Range of Simulated Datasets. | Pavel Kroupa, Caroline Morton, Kerlann Le Calvez, Matt Williams |
| 2017 | AIME | A Prognostic Model of Glioblastoma Multiforme Using Survival Bayesian Networks. | Simon Rabinowicz, Arjen Hommersom, Raphaela Butz, Matt Williams |