| 2025 | ECAI | Compression Versus Accuracy: A Hierarchy of Lifted Models. | Jan Speller, Malte Luttermann, Marcel Gehrke, Tanya Braun |
| 2025 | ECSQARU | Counting Agents in Partially Observable Stochastic Games. | Nazli Nur Karabulut, Tanya Braun |
| 2025 | IJCAI | Approximate Lifted Model Construction. | Malte Luttermann, Jan Speller, Marcel Gehrke, Tanya Braun, Ralf Mller, Mattis Hartwig |
| 2024 | AAAI | Colour Passing Revisited: Lifted Model Construction with Commutative Factors. | Malte Luttermann, Tanya Braun, Ralf Mller, Marcel Gehrke |
| 2024 | CCS | $DPM: $ Clustering Sensitive Data through Separation. | Johannes Liebenow, Yara Schtt, Tanya Braun, Marcel Gehrke, Florian Thaeter, Esfandiar Mohammadi |
| 2023 | KI | LESS is More: LEan Computing for Selective Summaries. | Magnus Bender, Tanya Braun, Ralf Mller, Marcel Gehrke |
| 2022 | AISTATS | Lifted Division for Lifted Hugin Belief Propagation. | Moritz P. Hoffmann, Tanya Braun, Ralf Mller |
| 2022 | FlAIRS | Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model. | Mareike Stender, Mattis Hartwig, Tanya Braun, Ralf Mller |
| 2022 | ICCS | Explainable and Explorable Decision Support. | Tanya Braun, Marcel Gehrke |
| 2022 | UAI | Lifting in multi-agent systems under uncertainty. | Tanya Braun, Marcel Gehrke, Florian Lau, Ralf Mller |
| 2021 | FlAIRS | Dynamic Domain Sizes in Temporal Probabilistic Relational Models. | Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Mller |
| 2021 | FlAIRS | Concept Drift Detection in Dynamic Probabilistic Relational Models. | Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Mller |
| 2021 | IJCAI | Handling Overlaps When Lifting Gaussian Bayesian Networks. | Mattis Hartwig, Tanya Braun, Ralf Mller |
| 2021 | ILP | A First Step Towards Even More Sparse Encodings of Probability Distributions. | Florian Andreas Marwitz, Tanya Braun, Ralf Mller |
| 2020 | ECAI | Lifting Queries for Lifted Inference. | Tanya Braun, Ralf Mller |
| 2020 | ECAI | Taming Reasoning in Temporal Probabilistic Relational Models. | Marcel Gehrke, Ralf Mller, Tanya Braun |
| 2020 | ECAI | Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging. | Stefan Ldtke, Marcel Gehrke, Tanya Braun, Ralf Mller, Thomas Kirste |
| 2020 | ICCS | Restricting the Maximum Number of Actions for Decision Support Under Uncertainty. | Marcel Gehrke, Tanya Braun, Simon Polovina |
| 2020 | ICCS | Benchmarking Inference Algorithms for Probabilistic Relational Models. | Tristan Potten, Tanya Braun |
| 2019 | AI | Uncertain Evidence for Probabilistic Relational Models. | Marcel Gehrke, Tanya Braun, Ralf Mller |
| 2019 | AI | Lifted Temporal Maximum Expected Utility. | Marcel Gehrke, Tanya Braun, Ralf Mller |
| 2019 | BTW | StaRAI or StaRDB? - A Tutorial on Statistical Relational AI. | Tanya Braun |
| 2019 | FlAIRS | Relational Forward Backward Algorithm for Multiple Queries. | Marcel Gehrke, Tanya Braun, Ralf Mller |
| 2019 | ICCS | Lifted Temporal Most Probable Explanation. | Marcel Gehrke, Tanya Braun, Ralf Mller |
| 2018 | ICCS | Lifted Most Probable Explanation. | Tanya Braun, Ralf Mller |
| 2018 | ICCS | Lifted Dynamic Junction Tree Algorithm. | Marcel Gehrke, Tanya Braun, Ralf Mller |
| 2018 | IJCAI | Parameterised Queries and Lifted Query Answering. | Tanya Braun, Ralf Mller |
| 2018 | IJCAI | Towards lifted maximum expected utility. | Marcel Gehrke, Tanya Braun, Ralf Mller, Alexander Waschkau, Christoph Strumann, Jost Steinhuser |
| 2018 | IJCAI | Lifted Maximum Expected Utility. | Marcel Gehrke, Tanya Braun, Ralf Mller, Alexander Waschkau, Christoph Strumann, Jost Steinhuser |
| 2018 | KI | Fusing First-Order Knowledge Compilation and the Lifted Junction Tree Algorithm. | Tanya Braun, Ralf Mller |
| 2018 | KI | Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. | Marcel Gehrke, Tanya Braun, Ralf Mller |
| 2017 | KI | Unsupervised Text Annotation. | Tanya Braun, Felix Kuhr, Ralf Mller |
| 2017 | KI | Preventing Groundings and Handling Evidence in the Lifted Junction Tree Algorithm. | Tanya Braun, Ralf Mller |
| 2016 | KI | Lifted Junction Tree Algorithm. | Tanya Braun, Ralf Mller |