| 2025 | ICLR | Efficient and Accurate Explanation Estimation with Distribution Compression. | Hubert Baniecki, Giuseppe Casalicchio, Bernd Bischl, Przemyslaw Biecek |
| 2025 | ICML | Interpreting CLIP with Hierarchical Sparse Autoencoders. | Vladimir Zaigrajew, Hubert Baniecki, Przemyslaw Biecek |
| 2025 | WACV | Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models. | Maciej Chrabaszcz, Hubert Baniecki, Piotr Komorowski, Szymon Plotka, Przemyslaw Biecek |
| 2024 | CVPR | Red-Teaming Segment Anything Model. | Krzysztof Jankowski, Bartlomiej Sobieski, Mateusz Kwiatkowski, Jakub Szulc, Michal Janik, Hubert Baniecki, Przemyslaw Biecek |
| 2023 | AIME | Hospital Length of Stay Prediction Based on Multi-modal Data Towards Trustworthy Human-AI Collaboration in Radiomics. | Hubert Baniecki, Bartlomiej Sobieski, Przemyslaw Bombinski, Patryk Szatkowski, Przemyslaw Biecek |
| 2023 | CVPR | Towards Evaluating Explanations of Vision Transformers for Medical Imaging. | Piotr Komorowski, Hubert Baniecki, Przemyslaw Biecek |
| 2022 | AAAI | Manipulating SHAP via Adversarial Data Perturbations (Student Abstract). | Hubert Baniecki, Przemyslaw Biecek |
| 2021 | AAAI | Responsible Prediction Making of COVID-19 Mortality (Student Abstract). | Hubert Baniecki, Przemyslaw Biecek |