| 2026 | EACL | Detecting Latin in Historical Books with Large Language Models: A Multimodal Benchmark. | Yu Wu, Ke Shu, Jonas Fischer, Lidia Pivovarova, David Rosson, Eetu Mkel, Mikko Tolonen |
| 2025 | ACL | What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns. | Michael A. Hedderich, Anyi Wang, Raoyuan Zhao, Florian Eichin, Jonas Fischer, Barbara Plank |
| 2025 | CVPR | Disentangling Polysemantic Channels in Convolutional Neural Networks. | Robin Hesse, Jonas Fischer, Simone Schaub-Meyer, Stefan Roth |
| 2025 | ICCV | VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow. | Ada Gorgun, Bernt Schiele, Jonas Fischer |
| 2024 | AAAI | Finding Interpretable Class-Specific Patterns through Efficient Neural Search. | Nils Philipp Walter, Jonas Fischer, Jilles Vreeken |
| 2024 | RECOMB | BONOBO: Bayesian Optimized Sample-Specific Networks Obtained by Omics Data. | Enakshi Saha, Viola Fanfani, Panagiotis Mandros, Marouen Ben Guebila, Jonas Fischer, Katherine H. Shutta, Kimberly Glass, Dawn L. DeMeo, Camila Miranda Lopes-Ramos, John Quackenbush |
| 2023 | ICLR | Federated Learning from Small Datasets. | Michael Kamp, Jonas Fischer, Jilles Vreeken |
| 2022 | ICLR | Plant 'n' Seek: Can You Find the Winning Ticket? | Jonas Fischer, Rebekka Burkholz |
| 2022 | ICML | Label-Descriptive Patterns and Their Application to Characterizing Classification Errors. | Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken |
| 2022 | SDM | Estimating Mutual Information via Geodesic | Alexander Marx, Jonas Fischer |
| 2021 | ICML | What's in the Box? Exploring the Inner Life of Neural Networks with Robust Rules. | Jonas Fischer, Anna Olh, Jilles Vreeken |
| 2021 | KDD | Differentiable Pattern Set Mining. | Jonas Fischer, Jilles Vreeken |
| 2020 | KDD | Discovering Succinct Pattern Sets Expressing Co-Occurrence and Mutual Exclusivity. | Jonas Fischer, Jilles Vreeken |