| 2026 | Mobisys | Beyond Storage: Toward Living Memory Systems for LLMs on the Edge. | Myles Foley, Valentin Radu, Massimo Pegoraro, Maryam Vahdat Pour, Frank Faricy, Mark Girolami |
| 2026 | Mobisys | CrossBench: Reproducible LLM Memory Evaluation Across Conversational and Coding Workloads. | Valentin Radu, Myles Foley, Maryam Vahdat Pour, Massimo Pegoraro, Frank Faricy, Mark Girolami |
| 2026 | Mobisys | Demo: Mobile Vibe-Coding with Fully Local Models and Memory. | Valentin Radu, Myles Foley, Maryam Vahdat Pour, Massimo Pegoraro, Frank Faricy, Mark Girolami |
| 2026 | Mobisys | Demo: A Local Agentic Memory Layer for LLM-Assisted Coding. | Valentin Radu, Maryam Vahdat Pour, Massimo Pegoraro, Myles Foley, Frank Faricy, Mark Girolami |
| 2024 | AISTATS | Riemannian Laplace Approximation with the Fisher Metric. | Hanlin Yu, Marcelo Hartmann, Bernardo Williams Moreno Sanchez, Mark Girolami, Arto Klami |
| 2023 | ICASSP | Incorporating Reliability in Graph Information Propagation by Fluid Dynamics Diffusion: A case of Multimodal Semisupervised Deep Learning. | Andrea Marinoni, Marine Mercier, Qian Shi, Sivasakthy Selvakumaran, Mark Girolami |
| 2023 | ICML | Random Grid Neural Processes for Parametric Partial Differential Equations. | Arnaud Vadeboncoeur, Ieva Kazlauskaite, Yanni Papandreou, Fehmi Cirak, Mark Girolami, mer Deniz Akyildiz |
| 2022 | AISTATS | Lagrangian manifold Monte Carlo on Monge patches. | Marcelo Hartmann, Mark Girolami, Arto Klami |
| 2020 | AISTATS | Dynamic content based ranking. | Seppo Virtanen, Mark Girolami |
| 2004 | IJCNN | Topic based language models for ad hoc information retrieval. | Leif Azzopardi, Mark Girolami, C. J. van Rijsbergen |
| 1997 | AISTATS | Multivariate Density Factorization for Independent Component Analysis: An Unsupervised Artificial Neural Network Approach. | Mark Girolami, Colin Fyfe |