| 2020 | ICRA | Simulation-Based Reinforcement Learning for Real-World Autonomous Driving. | Blazej Osinski, Adam Jakubowski, Pawel Ziecina, Piotr Milos, Christopher Galias, Silviu Homoceanu, Henryk Michalewski |
| 2020 | ICRA | Driving Style Encoder: Situational Reward Adaptation for General-Purpose Planning in Automated Driving. | Sascha Rosbach, Vinit James, Simon Grojohann, Silviu Homoceanu, Xing Li, Stefan Roth |
| 2020 | IROS | Planning on the fast lane: Learning to interact using attention mechanisms in path integral inverse reinforcement learning. | Sascha Rosbach, Xing Li, Simon Grojohann, Silviu Homoceanu, Stefan Roth |
| 2019 | CVPR | Unsupervised Domain Adaptation to Improve Image Segmentation Quality Both in the Source and Target Domain. | Jan-Aike Bolte, Markus Kamp, Antonia Breuer, Silviu Homoceanu, Peter Schlicht, Fabian Hger, Daniel Lipinski, Tim Fingscheidt |
| 2019 | IROS | Driving with Style: Inverse Reinforcement Learning in General-Purpose Planning for Automated Driving. | Sascha Rosbach, Vinit James, Simon Grojohann, Silviu Homoceanu, Stefan Roth |
| 2015 | DASFAA | A Chip Off the Old Block - Extracting Typical Attributes for Entities Based on Family Resemblance. | Silviu Homoceanu, Wolf-Tilo Balke |
| 2014 | DASFAA | Any Suggestions? Active Schema Support for Structuring Web Information. | Silviu Homoceanu, Felix Geilert, Christian Pek, Wolf-Tilo Balke |
| 2014 | ISMIS | Putting Instance Matching to the Test: Is Instance Matching Ready for Reliable Data Linking? | Silviu Homoceanu, Jan-Christoph Kalo, Wolf-Tilo Balke |
| 2011 | BTW | Conceptual Views for Entity-Centric Search: Turning Data into Meaningful Concepts. | Joachim Selke, Silviu Homoceanu, Wolf-Tilo Balke |