| 2026 | AAAI | Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach. | Nassim Walha, Sebastian G. Gruber, Thomas Decker, Yinchong Yang, Alireza Javanmardi, Eyke Hllermeier, Florian Buettner |
| 2025 | AISTATS | Incremental Uncertainty-aware Performance Monitoring with Active Labeling Intervention. | Alexander Koebler, Thomas Decker, Ingo Thon, Volker Tresp, Florian Buettner |
| 2024 | ICML | Provably Better Explanations with Optimized Aggregation of Feature Attributions. | Thomas Decker, Ananta R. Bhattarai, Jindong Gu, Volker Tresp, Florian Buettner |
| 2024 | KDD | Explanatory Model Monitoring to Understand the Effects of Feature Shifts on Performance. | Thomas Decker, Alexander Koebler, Michael Lebacher, Ingo Thon, Volker Tresp, Florian Buettner |
| 2023 | HCI | The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research. | Thomas Decker, Ralf Gross, Alexander Koebler, Michael Lebacher, Ronald Schnitzer, Stefan H. Weber |
| 2023 | ICASSP | Does Your Model Think Like an Engineer? Explainable AI for Bearing Fault Detection with Deep Learning. | Thomas Decker, Michael Lebacher, Volker Tresp |
| 2023 | INDIN | Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts. | Thomas Decker, Michael Lebacher, Volker Tresp |
| 2023 | SAFECOMP | Towards Scenario-Based Safety Validation for Autonomous Trains with Deep Generative Models. | Thomas Decker, Ananta R. Bhattarai, Michael Lebacher |
| 2014 | MFCS | An Efficient Quantum Algorithm for Finding Hidden Parabolic Subgroups in the General Linear Group. | Thomas Decker, Gbor Ivanyos, Raghav Kulkarni, Youming Qiao, Miklos Santha |
| 2003 | WAOA | A 5/4-Approximation Algorithm for Scheduling Identical Malleable Tasks. | Thomas Decker, Thomas Lcking, Burkhard Monien |
| 2000 | EuroPar | Towards Optimal Load Balancing Topologies. | Thomas Decker, Burkhard Monien, Robert Preis |
| 1999 | HiPC | Parallel Real Root Isolation Using the Descartes Method. | Thomas Decker, Werner Krandick |
| 1997 | GI | Parallel Computing in Paderborn: The SFB 376 "Massive Parallelism - Algorithms, Design Methods, Applications". | Friedhelm Meyer auf der Heide, Thomas Decker |
| 1997 | HCW | The MOL project: an open, extensible metacomputer. | Alexander Reinefeld, Ranieri Baraglia, Thomas Decker, Jrn Gehring, Domenico Laforenza, Friedhelm Ramme, Thomas Rmke, Jens Simon |
| 1997 | PDP | Mapping of coarse-grained applications onto workstation clusters. | Thomas Decker, Ralf Diekmann |