| 2025 | ICML | Probably Approximately Global Robustness Certification. | Peter Blohm, Patrick Indri, Thomas Grtner, Sagar Malhotra |
| 2025 | ICML | WILTing Trees: Interpreting the Distance Between MPNN Embeddings. | Masahiro Negishi, Thomas Grtner, Pascal Welke |
| 2024 | ICML | The Expressive Power of Path-Based Graph Neural Networks. | Caterina Graziani, Tamara Drucks, Fabian Jogl, Monica Bianchini, Franco Scarselli, Thomas Grtner |
| 2024 | KR | Logical Distillation of Graph Neural Networks. | Alexander Pluska, Pascal Welke, Thomas Grtner, Sagar Malhotra |
| 2023 | ICML | Expectation-Complete Graph Representations with Homomorphisms. | Pascal Welke, Maximilian Thiessen, Fabian Jogl, Thomas Grtner |
| 2019 | CDVE | Spacecraft Interface Management in Concurrent Engineering Sessions. | Philipp M. Fischer, Caroline Lange, Volker Maiwald, Sascha Mller, Andrii Kovalov, Janis Hseker, Thomas Grtner, Andreas Gerndt |
| 2019 | ICML | Scalable Learning in Reproducing Kernel Krein Spaces. | Dino Oglic, Thomas Grtner |
| 2018 | ICML | Learning in Reproducing Kernel Krein Spaces. | Dino Oglic, Thomas Grtner |
| 2017 | AAAI | Active Search in Intensionally Specified Structured Spaces. | Dino Oglic, Roman Garnett, Thomas Grtner |
| 2017 | ICML | Nystrm Method with Kernel K-means++ Samples as Landmarks. | Dino Oglic, Thomas Grtner |
| 2016 | ICDM | Ligand-Based Virtual Screening with Co-regularised Support Vector Regression. | Katrin Ullrich, Michael Kamp, Thomas Grtner, Martin Vogt, Stefan Wrobel |
| 2014 | SDM | Beating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation Features. | Michael Kamp, Mario Boley, Thomas Grtner |
| 2013 | ICDM | Beating Human Analysts in Nowcasting Corporate Earnings by Using Publicly Available Stock Price and Correlation Features. | Michael Kamp, Mario Boley, Thomas Grtner |
| 2012 | KDD | Linear space direct pattern sampling using coupling from the past. | Mario Boley, Sandy Moens, Thomas Grtner |
| 2011 | ICDM | A Fixed Parameter Tractable Integer Program for Finding the Maximum Order Preserving Submatrix. | Jens Humrich, Thomas Grtner, Gemma C. Garriga |
| 2011 | KDD | Direct local pattern sampling by efficient two-step random procedures. | Mario Boley, Claudio Lucchese, Daniel Paurat, Thomas Grtner |
| 2010 | KI | On-Line Handwriting Recognition with Parallelized Machine Learning Algorithms. | Sebastian Bothe, Thomas Grtner, Stefan Wrobel |
| 2010 | SDM | Formal Concept Sampling for Counting and Threshold-Free Local Pattern Mining. | Mario Boley, Thomas Grtner, Henrik Grosskreutz |
| 2009 | DIS | On the Complexity of Constraint-Based Theory Extraction. | Mario Boley, Thomas Grtner |
| 2009 | DIS | Player Modeling for Intelligent Difficulty Adjustment. | Olana Missura, Thomas Grtner |
| 2009 | KI | Context-Based Clustering of Image Search Results. | Hongqi Wang, Olana Missura, Thomas Grtner, Stefan Wrobel |
| 2009 | UAI | Probabilistic Structured Predictors. | Shankar Vembu, Thomas Grtner, Mario Boley |
| 2008 | ESANN | Regularization path for Ranking SVM. | Karina Zapien Arreola, Thomas Grtner, Gilles Gasso, Stphane Canu |
| 2006 | ICML | Efficient co-regularised least squares regression. | Ulf Brefeld, Thomas Grtner, Tobias Scheffer, Stefan Wrobel |
| 2006 | ICML | Simpler knowledge-based support vector machines. | Quoc V. Le, Alexander J. Smola, Thomas Grtner |
| 2004 | KDD | Cyclic pattern kernels for predictive graph mining. | Tams Horvth, Thomas Grtner, Stefan Wrobel |
| 2003 | COLT | On Graph Kernels: Hardness Results and Efficient Alternatives. | Thomas Grtner, Peter A. Flach, Stefan Wrobel |
| 2003 | ILP | Graph Kernels and Gaussian Processes for Relational Reinforcement Learning. | Thomas Grtner, Kurt Driessens, Jan Ramon |
| 2002 | ICML | Multi-Instance Kernels. | Thomas Grtner, Peter A. Flach, Adam Kowalczyk, Alexander J. Smola |
| 2002 | ILP | Kernels for Structured Data. | Thomas Grtner, John W. Lloyd, Peter A. Flach |
| 2001 | ICML | WBCsvm: Weighted Bayesian Classification based on Support Vector Machines. | Thomas Grtner, Peter A. Flach |