| 2022 | IJCAI | Decentralized Adaptive Clustering of Deep Nets is Beneficial for Client Collaboration. | Edvin Listo Zec, Ebba Ekblom, Martin Willbo, Olof Mogren, Sarunas Girdzijauskas |
| 2021 | NLDB | Scaling Federated Learning for Fine-Tuning of Large Language Models. | Agrin Hilmkil, Sebastian Callh, Matteo Barbieri, Leon Ren Stfeld, Edvin Listo Zec, Olof Mogren |
| 2018 | IJCAI | Automatic Blood Glucose Prediction with Confidence Using Recurrent Neural Networks. | John Martinsson, Alexander Schliep, Bjrn Eliasson, Christian Meijner, Simon Persson, Olof Mogren |
| 2017 | EMNLP | Character-based recurrent neural networks for morphological relational reasoning. | Olof Mogren, Richard Johansson |
| 2016 | COLING | Named Entity Recognition in Swedish Health Records with Character-Based Deep Bidirectional LSTMs. | Simon Almgren, Sean Pavlov, Olof Mogren |
| 2016 | SOFSEM | Summarizing Online User Reviews Using Bicliques. | Azam Sheikh Muhammad, Peter Damaschke, Olof Mogren |
| 2015 | RANLP | Extractive Summarization by Aggregating Multiple Similarities. | Olof Mogren, Mikael Kgebck, Devdatt P. Dubhashi |
| 2014 | WALCOM | Editing the Simplest Graphs. | Peter Damaschke, Olof Mogren |