| 2020 | ICML | Spectral Subsampling MCMC for Stationary Time Series. | Robert Salomone, Matias Quiroz, Robert Kohn, Mattias Villani, Minh-Ngoc Tran |
| 2019 | UAI | Real-Time Robotic Search using Structural Spatial Point Processes. | Olov Andersson, Per Sidn, Johan Dahlin, Patrick Doherty, Mattias Villani |
| 2017 | CAIP | Bayesian Diffusion Tensor Estimation with Spatial Priors. | Xuan Gu, Per Sidn, Bertil Wegmann, Anders Eklund, Mattias Villani, Hans Knutsson |
| 2016 | QRS | Automatic Localization of Bugs to Faulty Components in Large Scale Software Systems Using Bayesian Classification. | Leif Jonsson, David Broman, Mns Magnusson, Kristian Sandahl, Mattias Villani, Sigrid Eldh |
| 2016 | RTNS | Intrusion-Damage Assessment and Mitigation in Cyber-Physical Systems for Control Applications. | Rouhollah Mahfouzi, Amir Aminifar, Petru Eles, Zebo Peng, Mattias Villani |
| 2015 | ICCAD | Perception-Aware Power Management for Mobile Games via Dynamic Resolution Scaling. | Arian Maghazeh, Unmesh D. Bordoloi, Mattias Villani, Petru Eles, Zebo Peng |
| 2014 | ASPDAC | Statistical analysis of process variation based on indirect measurements for electronic system design. | Ivan Ukhov, Mattias Villani, Petru Eles, Zebo Peng |