| 2026 | AsiaCCS | Trace Gadgets: Minimizing Code Context for Machine Learning-Based Vulnerability Prediction. | Felix Mchtle, Nils Loose, Tim Schulz, Florian Sieck, Jan-Niclas Serr, Ralf Mller, Thomas Eisenbarth |
| 2026 | KI | Evaluating AI as Part of Social Mechanisms. | Susanne Draheim, Ulrich Furbach, Ralf Mller |
| 2025 | ECAI | A Mechanism for Mutual Fairness in Cooperative Games with Replicable Resources. | Bjrn Filter, Ralf Mller, zgr Ltf zep |
| 2025 | ECSQARU | Denoising the Future: Top-p Distributions for Moving Through Time. | Florian Andreas Marwitz, Ralf Mller, Magnus Bender, Marcel Gehrke |
| 2025 | FedCSIS | Treating OCR Output as a Language (TOOL) - Improving OCR Output with Seq2Seq Translation. | Thomas Asselborn, Magnus Bender, Ralf Mller, Sylvia Melzer |
| 2025 | ICAART | Grounding a Social Robot's Understanding of Words with Associations in a Cognitive Architecture. | Thomas Sievers, Nele Russwinkel, Ralf Mller |
| 2025 | IJCAI | Approximate Lifted Model Construction. | Malte Luttermann, Jan Speller, Marcel Gehrke, Tanya Braun, Ralf Mller, Mattis Hartwig |
| 2025 | IDEAL | Multi-dependence Conditional Vector Boosting Categorical Fidelity in Tabular-Data GANs. | Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Mller, Mattis Hartwig |
| 2025 | KI | Balanced Reciprocity for Data Sharing - Axiomatization and Mechanism Design. | Bjrn Filter, Jan Schubsda, Ralf Mller, zgr Ltf zep |
| 2025 | PRIMA | Fair Mechanisms for Replicable Resources: A General Approach Based on Analogical Beneficence. | Bjrn Filter, Ralf Mller, zgr Ltf zep |
| 2025 | PRIMA | A Ratio-Based Shapley Value for Collaborative Machine Learning. | Bjrn Filter, Ralf Mller, zgr Ltf zep |
| 2024 | AAAI | Colour Passing Revisited: Lifted Model Construction with Commutative Factors. | Malte Luttermann, Tanya Braun, Ralf Mller, Marcel Gehrke |
| 2024 | FedCSIS | Enhancing Text Recognition of Damaged Documents through Synergistic OCR and Large Language Models. | Thomas Asselborn, Jens Drpinghaus, Faraz Kausar, Ralf Mller, Sylvia Melzer |
| 2024 | FlAIRS | Using Data Synthesis to Improve Length of Stay Predictions for Patients with Rare Diagnoses. | Simon Schiff, Sebastian Wolfrum, Ralf Mller, Mattis Hartwig |
| 2024 | KI | Mechanisms for Data Sharing in Collaborative Causal Inference. | Bjrn Filter, Ralf Mller, zgr Ltf zep |
| 2024 | KI | Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models. | Malte Luttermann, Ralf Mller, Mattis Hartwig |
| 2024 | RO-MAN | What am I? - Complementing a robot's task-solving capabilities with a mental model using a cognitive architecture (short paper). | Thomas Sievers, Nele Russwinkel, Ralf Mller |
| 2023 | AI | Improved Techniques for Training Tabular GANs Using Cramer's V Statistics. | Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Mller, Mattis Hartwig |
| 2023 | DEXA | Variables are a Curse in Software Vulnerability Prediction. | Jinghua Groppe, Sven Groppe, Ralf Mller |
| 2023 | ECSQARU | Lifting Factor Graphs with Some Unknown Factors. | Malte Luttermann, Ralf Mller, Marcel Gehrke |
| 2023 | ECSQARU | PETS: Predicting Efficiently Using Temporal Symmetries in Temporal PGMs. | Florian Andreas Marwitz, Ralf Mller, Marcel Gehrke |
| 2023 | FedCSIS | EpiDoc Data Matching for Federated Information Retrieval in the Humanities. | Sylvia Melzer, Meike Klettke, Franziska Weise, Kaja Harter-Uibopuu, Ralf Mller |
| 2023 | FlAIRS | Query Transformation for Processing Streams in Decision-making Agents. | Simon Schiff, Mena Leemhuis, zgr L. zep, Ralf Mller |
| 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 | DAS | TEI-Based Interactive Critical Editions. | Simon Schiff, Sylvia Melzer, Eva Wilden, 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 | KI | Embodiment of an Agent by a Pepper Robot for Explaining Retrieval Results. | Simon Schiff, Magnus Bender, Ralf Mller |
| 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 | FlAIRS | On the Behaviour of Weighted Permutation Entropy on Fractional Brownian Motion in the Univariate and Multivariate Setting. | Marisa Mohr, Florian Wilhelm, 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 |
| 2021 | KI | Humanities-Centered AI: From Machine Learning to Machine Training. | Ralf Mller |
| 2021 | KI | On Human-Aware Information Seeking. | Simon Schiff, Ralf Mller |
| 2021 | RCIS | Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping. | Nils Finke, Marisa Mohr, Alexander Lontke, Marwin Zfle, Samuel Kounev, Ralf Mller |
| 2020 | CEC | Benchmarking for Metaheuristic Black-Box Optimization: Perspectives and Open Challenges. | Ramses Sala, Ralf Mller |
| 2020 | CEC | Benchmarking for Metaheuristic Black-Box Optimization: Perspectives and Open Challenges. | Ramses Sala, 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 | FlAIRS | Constructing Gaussian Processes for Probabilistic Graphical Models. | Mattis Hartwig, Marisa Mohr, Ralf Mller |
| 2020 | FlAIRS | New Approaches in Ordinal Pattern Representations for Multivariate Time Series. | Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Mller, Karsten Keller |
| 2020 | GI | Towards Collaborative Predictive Maintenance Leveraging Private Cross-Company Data. | Marisa Mohr, Christian Becker, Ralf Mller, Matthias Richter |
| 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 | FlAIRS | Relational Forward Backward Algorithm for Multiple Queries. | Marcel Gehrke, Tanya Braun, Ralf Mller |
| 2019 | FlAIRS | Influence-Based Independence. | zgr Ltf zep, Felix Kuhr, Ralf Mller |
| 2019 | ICCS | Lifted Temporal Most Probable Explanation. | Marcel Gehrke, Tanya Braun, Ralf Mller |
| 2019 | IDEAL | Adaptive Dimensionality Adjustment for Online "Principal Component Analysis". | Nico Migenda, Ralf Mller, Wolfram Schenck |
| 2018 | EUSPN | Efficient Enriching of Synthesized Relational Patient Data with Time Series Data. | Simon Schiff, Marcel Gehrke, Ralf Mller |
| 2018 | FlAIRS | Towards Foundations of Agents Reasoning on Streams of Percepts. | zgr L. zep, 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 | ECAI | Using a Deep Understanding of Network Activities for Network Vulnerability Assessment. | Mona Lange, Felix Kuhr, Ralf Mller |
| 2016 | ECAI | Using a Deep Understanding of Network Activities for Network Vulnerability Assessment. | Mona Lange, Felix Kuhr, Ralf Mller |
| 2016 | KI | Lifted Junction Tree Algorithm. | Tanya Braun, Ralf Mller |
| 2016 | KI | Using a Deep Understanding of Network Activities for Workflow Mining. | Mona Lange, Felix Kuhr, Ralf Mller |
| 2016 | SIGMOD | Ontology-Based Integration of Streaming and Static Relational Data with Optique. | Evgeny Kharlamov, Sebastian Brandt, Ernesto Jimnez-Ruiz, Yannis Kotidis, Steffen Lamparter, Theofilos Mailis, Christian Neuenstadt, zgr L. zep, Christoph Pinkel, Christoforos Svingos, Dmitriy Zheleznyakov, Ian Horrocks, Yannis E. Ioannidis, Ralf Mller |
| 2015 | ICAART | A Probabilistic Doxastic Temporal Logic for Reasoning about Beliefs in Multi-agent Systems. | Karsten Martiny, Ralf Mller |
| 2015 | ICMLA | Event Prioritization and Correlation Based on Pattern Mining Techniques. | Mona Lange, Ralf Mller, Gregor Lang, Felix Kuhr |
| 2015 | IJCAI | Indirect Causes in Dynamic Bayesian Networks Revisited. | Alexander Motzek, Ralf Mller |
| 2015 | KI | Dealing Efficiently with Ontology-Enhanced Linked Data for Multimedia. | Oliver Gries, Ralf Mller, Anahita Nafissi, Maurice Rosenfeld, Kamil Sokolski, Sebastian Wandelt |
| 2015 | KI | Stream-temporal Querying with Ontologies. | Ralf Mller, Christian Neuenstadt, zgr Ltf zep |
| 2015 | KI | OBDA for Temporal Querying and Streams. | Christian Neuenstadt, Ralf Mller, zgr Ltf zep |
| 2014 | KI | A Stream-Temporal Query Language for Ontology Based Data Access. | zgr Ltf zep, Ralf Mller, Christian Neuenstadt |
| 2013 | KI | Advances in Accessing Big Data with Expressive Ontologies. | Ralf Mller, Christian Neuenstadt, zgr L. zep, Sebastian Wandelt |
| 2013 | LPNMR | BOEMIE: Reasoning-based Information Extraction. | Georgios Petasis, Ralf Mller, Vangelis Karkaletsis |
| 2012 | ECAI | Nearness Rules and Scaled Proximity. | zgr L. zep, Rolf Grtter, Ralf Mller |
| 2012 | IC3K | Towards Semantic Summaries over Ontologies. | Sebastian Wandelt, Ralf Mller |
| 2010 | CADE | Gibbs Sampling in Probabilistic Description Logics with Deterministic Dependencies. | Oliver Gries, Ralf Mller |
| 2010 | CADE | A Probabilistic Abduction Engine for Media Interpretation based on Ontologies. | Oliver Gries, Ralf Mller, Anahita Nafissi, Maurice Rosenfeld, Kamil Sokolski, Michael Wessel |
| 2010 | ESANN | Distance functions for local PCA methods. | Alexander Kaiser, Wolfram Schenck, Ralf Mller |
| 2010 | ESANN | Adaptive learning rate control for "neural gas principal component analysis". | Wolfram Schenck, Ralph Welsch, Alexander Kaiser, Ralf Mller |
| 2010 | GPC | Distributed Island-Based Query Answering for Expressive Ontologies. | Sebastian Wandelt, Ralf Mller |
| 2010 | ICAART | Sound Summarizations for Alchi Ontologies - How to Speedup Instance Checking and Instance Retrieval. | Sebastian Wandelt, Ralf Mller |
| 2010 | KSEM | Towards Scalable Instance Retrieval over Ontologies. | Alissa Kaplunova, Ralf Mller, Sebastian Wandelt, Michael Wessel |
| 2009 | GI | The BOEMIE Semantic Browser: A Semantic Application Exploiting Rich Semantic Metadata. | Atila Kaya, Irma Sofa Espinosa Perald, Ralf Mller |
| 2009 | IC3K | Islands and Query Answering for Alchi-ontologies. | Sebastian Wandelt, Ralf Mller |
| 2009 | IC3K | Updatable Island Reasoning for Alchi-ontologies. | Sebastian Wandelt, Ralf Mller |
| 2008 | CICLING | On Ontology Based Abduction for Text Interpretation. | Irma Sofa Espinosa Perald, Atila Kaya, Sylvia Melzer, Ralf Mller |
| 2008 | ECAI | A Hybrid Tableau Algorithm for [Ascr ][Lscr ][Cscr ][Qscr ]. | Jocelyne Faddoul, Nasim Farsinia, Volker Haarslev, Ralf Mller |
| 2008 | ESANN | Combining neural networks and optimization techniques for visuokinesthetic prediction and motor planning. | Wolfram Schenck, Dennis Sinder, Ralf Mller |
| 2008 | FOIS | Island Reasoning for [Ascr ][Lscr ][Cscr ][Hscr ][Iscr ] Ontologies. | Sebastian Wandelt, Ralf Mller |
| 2007 | IWINAC | An Insect-Inspired Active Vision Approach for Orientation Estimation with Panoramic Images. | Wolfgang Strzl, Ralf Mller |
| 2006 | KI | On the Scalability of Description Logic Instance Retrieval. | Ralf Mller, Volker Haarslev, Michael Wessel |
| 2004 | KR | Optimization Techniques for Retrieving Resources Described in OWL/RDF Documents: First Results. | Volker Haarslev, Ralf Mller |
| 2003 | ICANN | Unsupervised Learning of a Kinematic Arm Model. | Heiko Hoffmann, Ralf Mller |
| 2001 | CADE | RACER System Description. | Volker Haarslev, Ralf Mller |
| 2001 | CADE | Exploiting Pseudo Models for TBox and ABox Reasoning in Expressive Description Logics. | Volker Haarslev, Ralf Mller, Anni-Yasmin Turhan |
| 2001 | CADE | The Description Logic ALCNH | Volker Haarslev, Ralf Mller, Michael Wessel |
| 2001 | IJCAI | High Performance Reasoning with Very Large Knowledge Bases: A Practical Case Study. | Volker Haarslev, Ralf Mller |
| 2000 | KR | Expressive ABox Reasoning with Number Restrictions, Role Hierarchies, and Transitively Closed Roles. | Volker Haarslev, Ralf Mller |
| 2000 | TABLEAUX | Consistency Testing: The RACE Experience. | Volker Haarslev, Ralf Mller |
| 1999 | KI | Computing Probabilistic Least Common Subsumers in Description Logics. | Thomas Mantay, Ralf Mller, Alissa Kaplunova |
| 1999 | TABLEAUX | Applying an ALC ABox Consistency Tester to Modal Logic SAT Problems. | Volker Haarslev, Ralf Mller |
| 1998 | KR | Foundations of Spatioterminological Reasoning with Description Logics. | Volker Haarslev, Carsten Lutz, Ralf Mller |
| 1996 | ECAI | Knowledge-Based Dialog Structuring for Graphics Interaction. | Ralf Mller |
| 1996 | KI | Avoiding Combinatorial Explosion in Automatic Test Generation: Reasoning about Measurements is the Key. | Harald Lange, Ralf Mller, Bernd Neumann |
| 1996 | OOPSLA | A Functional Layer for Description Logics: Knowledge Representation Meets Object-Oriented Programing. | Ralf Mller |
| 1994 | KI | Combining Spatial and Terminological Reasoning. | Volker Haarslev, Ralf Mller, Carsten Schrder |
| 1993 | GI | Visualisierung und Benutzungsschnittstellen: Anwendungen und Forschungsfragen. | Ralf Mller |
| 1990 | OOPSLA | A Framework for Visualizing Object-Oriented Systems. | Volker Haarslev, Ralf Mller |