| 2023 | ICIP | Hands in Focus: Sign Language Recognition Via Top-Down Attention. | Noha A. Sarhan, Christian Wilms, Vanessa Closius, Ulf Brefeld, Simone Frintrop |
| 2023 | IDA | User Authentication via Multifaceted Mouse Movements and Outlier Exposure. | Jennifer Jorina Matthiesen, Hanne Hastedt, Ulf Brefeld |
| 2022 | AISTATS | Modeling Conditional Dependencies in Multiagent Trajectories. | Yannick Rudolph, Ulf Brefeld |
| 2020 | HCI | Assessing User Behavior by Mouse Movements. | Jennifer Jorina Matthiesen, Ulf Brefeld |
| 2019 | KI | Personalized Transaction Kernels for Recommendation Using MCTS. | Maryam Tavakol, Tobias Joppen, Ulf Brefeld, Johannes Frnkranz |
| 2018 | EDM | Mining User Trajectories in Electronic Text Books. | Ahcne Boubekki, Shailee Jain, Ulf Brefeld |
| 2018 | IDA | MDP-based Itinerary Recommendation using Geo-Tagged Social Media. | Radhika Gaonkar, Maryam Tavakol, Ulf Brefeld |
| 2017 | ICML | Frame-based Data Factorizations. | Sebastian Mair, Ahcne Boubekki, Ulf Brefeld |
| 2017 | KI | Propagating Maximum Capacities for Recommendation. | Ahcne Boubekki, Ulf Brefeld, Cludio Leonardo Lucchesi, Wolfgang Stille |
| 2015 | EDM | Generalising IRT to Discriminate Between Examinees. | Ahcne Boubekki, Ulf Brefeld, Thomas Delacroix |
| 2015 | EDM | Toward Data-Driven Analyses of Electronic Text Books. | Ahcne Boubekki, Ulf Krhne, Frank Goldhammer, Waltraud Schreiber, Ulf Brefeld |
| 2015 | SAC | Multi-view learning with dependent views. | Ulf Brefeld |
| 2014 | COLING | An Off-the-shelf Approach to Authorship Attribution. | Jamal Abdul Nasir, Nico Grnitz, Ulf Brefeld |
| 2014 | COLING | Learning to Summarise Related Sentences. | Emmanouil Tzouridis, Jamal Abdul Nasir, Ulf Brefeld |
| 2014 | EDM | Computer-based Adaptive Speed Tests. | Daniel Bengs, Ulf Brefeld |
| 2014 | RecSys | Factored MDPs for detecting topics of user sessions. | Maryam Tavakol, Ulf Brefeld |
| 2012 | KDD | Discriminative clustering for market segmentation. | Peter Haider, Luca Chiarandini, Ulf Brefeld |
| 2011 | CIKM | Hybrid models for future event prediction. | Giuseppe Amodeo, Roi Blanco, Ulf Brefeld |
| 2011 | CIKM | Learning to rank user intent. | Giorgos Giannopoulos, Ulf Brefeld, Theodore Dalamagas, Timos K. Sellis |
| 2011 | WSDM | Document assignment in multi-site search engines. | Ulf Brefeld, Berkant Barla Cambazoglu, Flavio Paiva Junqueira |
| 2009 | ACCV | Efficient Classification of Images with Taxonomies. | Alexander Binder, Motoaki Kawanabe, Ulf Brefeld |
| 2009 | CCS | Active learning for network intrusion detection. | Nico Grnitz, Marius Kloft, Konrad Rieck, Ulf Brefeld |
| 2008 | CCS | Automatic feature selection for anomaly detection. | Marius Kloft, Ulf Brefeld, Patrick Dssel, Christian Gehl, Pavel Laskov |
| 2007 | ICML | Supervised clustering of streaming data for email batch detection. | Peter Haider, Ulf Brefeld, Tobias Scheffer |
| 2007 | ICML | Transductive support vector machines for structured variables. | Alexander Zien, Ulf Brefeld, Tobias Scheffer |
| 2006 | ICML | Efficient co-regularised least squares regression. | Ulf Brefeld, Thomas Grtner, Tobias Scheffer, Stefan Wrobel |
| 2006 | ICML | Semi-supervised learning for structured output variables. | Ulf Brefeld, Tobias Scheffer |
| 2004 | ICML | Co-EM support vector learning. | Ulf Brefeld, Tobias Scheffer |
| 2003 | IDA | Learning Linear Classifiers Sensitive to Example Dependent and Noisy Costs. | Peter Geibel, Ulf Brefeld, Fritz Wysotzki |