| 2025 | ICCV | Differentially Private Fine-Tuning of Diffusion Models. | Yu-Lin Tsai, Yizhe Li, Chia-Mu Yu, Xuebin Ren, Po-Yu Chen, Zekai Chen, Francois Buet-Golfouse |
| 2024 | ECAI | A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence. | Roberto Pagliari, Peter Hill, Po-Yu Chen, Maciej Dabrowny, Tingsheng Tan, Francois Buet-Golfouse |
| 2023 | AAAI | Optimal Execution via Multi-Objective Multi-Armed Bandits (Student Abstract). | Francois Buet-Golfouse, Peter Hill |
| 2023 | ICLR | Decomposing Causality and Fairness. | Peter Hill, Francois Buet-Golfouse |
| 2023 | ICLR | Sustainable Resource Management. | Nicholas William David Martin, Peter Hill, Tingsheng Tan, Francois Buet-Golfouse |
| 2023 | ICLR | Dynamic Human AI Collaboration. | Parth Pahwa, Kabir Thakur, Francois Buet-Golfouse |
| 2023 | ICLR | Fairness Under Partial Observability. | Islam Utyagulov, Francois Buet-Golfouse, Peter Hill |
| 2022 | AAAI | Numerical Approximations of Log Gaussian Cox Process (Student Abstract). | Francois Buet-Golfouse, Hans Roggeman |
| 2022 | ACML | Robust Multi-Objective Reinforcement Learning with Dynamic Preferences. | Francois Buet-Golfouse, Parth Pahwa |
| 2022 | ACML | Fairness Trade-Offs and Partial Debiasing. | Francois Buet-Golfouse, Islam Utyagulov |
| 2022 | ICASSP | Robust Collaborative Learning for Sequence Modelling. | Francois Buet-Golfouse, Hans Roggeman, Islam Utyagulov |
| 2022 | ICMLA | Multi-Learning Generalised Low-Rank Models. | Francois Buet-Golfouse, Parth Pahwa |
| 2022 | WWW | Rayleigh Portfolios and Penalised Matrix Decomposition. | Francois Buet-Golfouse, Hans Roggeman, Islam Utyagulov |
| 2021 | ICML | Narrow Margins: Classification, Margins and Fat Tails. | Francois Buet-Golfouse |
| 2021 | ICMLA | Kernel Factorisation Machines. | Francois Buet-Golfouse, Islam Utyagulov |