| 2025 | ICML | The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training. | Matteo Saponati, Pascal Sager, Pau Vilimelis Aceituno, Thilo Stadelmann, Benjamin F. Grewe |
| 2023 | SAC | Quasi-CliquePool: Hierarchical Graph Pooling for Graph Classification. | Waqar Ali, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo |
| 2020 | ICPR | The DeepScoresV2 Dataset and Benchmark for Music Object Detection. | Lukas Tuggener, Yvan Putra Satyawan, Alexander Pacha, Jrgen Schmidhuber, Thilo Stadelmann |
| 2018 | ICPR | Speaker Clustering Using Dominant Sets. | Feliks Hibraj, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo |
| 2018 | ICPR | DeepScores-A Dataset for Segmentation, Detection and Classification of Tiny Objects. | Lukas Tuggener, Ismail Elezi, Jrgen Schmidhuber, Marcello Pelillo, Thilo Stadelmann |
| 2017 | ICDAR | Fully Convolutional Neural Networks for Newspaper Article Segmentation. | Benjamin Bruno Meier, Thilo Stadelmann, Jan Stampfli, Marek Arnold, Mark Cieliebak |
| 2010 | ICPR | Dimension-Decoupled Gaussian Mixture Model for Short Utterance Speaker Recognition. | Thilo Stadelmann, Bernd Freisleben |
| 2010 | ICPR | Rethinking Algorithm Design and Development in Speech Processing. | Thilo Stadelmann, Yinghui Wang, Matthew Smith, Ralph Ewerth, Bernd Freisleben |
| 2009 | IIWAS | LCDL: an extensible framework for wrapping legacy code. | Ernst Juhnke, Dominik Seiler, Thilo Stadelmann, Tim Drnemann, Bernd Freisleben |
| 2009 | ICWS | The Web Service Browser: Automatic Client Generation and Efficient Data Transfer for Web Services. | Steffen Heinzl, Markus Mathes, Thilo Stadelmann, Dominik Seiler, Marcel Diegelmann, Helmut Dohmann, Bernd Freisleben |
| 2006 | ICASSP | Fast and Robust Speaker Clustering Using the Earth Mover'S Distance and Mixmax Models. | Thilo Stadelmann, Bernd Freisleben |