| 2025 | AIME | Deep Spatial Context: When Attention-Based Models Meet Spatial Regression (Digital Pathology). | Paulina Tomaszewska, Elzbieta Sienkiewicz, Mai P. Hoang, Przemyslaw Biecek |
| 2025 | DIS | Beyond the Single-Best Model: Rashomon Partial Dependence Profile for Trustworthy Explanations in AutoML. | Mustafa Cavus, Jan N. van Rijn, Przemyslaw Biecek |
| 2025 | ECAI | Model Science: Getting Serious About Verification, Explanation and Control of AI Systems. | Przemyslaw Biecek, Wojciech Samek |
| 2025 | ICLR | Efficient and Accurate Explanation Estimation with Distribution Compression. | Hubert Baniecki, Giuseppe Casalicchio, Bernd Bischl, Przemyslaw Biecek |
| 2025 | ICLR | Rethinking Visual Counterfactual Explanations Through Region Constraint. | Bartlomiej Sobieski, Jakub Grzywaczewski, Bartlomiej Sadlej, Matthew Tivnan, 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 |
| 2024 | ECAI | Resistance Against Manipulative AI: Key Factors and Possible Actions. | Piotr Wilczynski, Wiktoria Mieleszczenko-Kowszewicz, Przemyslaw Biecek |
| 2024 | ECCV | Global Counterfactual Directions. | Bartlomiej Sobieski, Przemyslaw Biecek |
| 2024 | ICML | Position: Explain to Question not to Justify. | Przemyslaw Biecek, Wojciech Samek |
| 2024 | ICML | Position: Do Not Explain Vision Models Without Context. | Paulina Tomaszewska, Przemyslaw Biecek |
| 2024 | MICCAI | Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation. | Szymon Plotka, Maciej Chrabaszcz, 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 |
| 2022 | DSAA | Explainable expected goal models for performance analysis in football analytics. | Mustafa Cavus, Przemyslaw Biecek |
| 2021 | AAAI | Responsible Prediction Making of COVID-19 Mortality (Student Abstract). | Hubert Baniecki, Przemyslaw Biecek |
| 2021 | ICDAR | Kleister: Key Information Extraction Datasets Involving Long Documents with Complex Layouts. | Tomasz Stanislawek, Filip Gralinski, Anna Wrblewska, Dawid Lipinski, Agnieszka Kaliska, Paulina Rosalska, Bartosz Topolski, Przemyslaw Biecek |
| 2021 | ICONIP | Cleora: A Simple, Strong and Scalable Graph Embedding Scheme. | Barbara Rychalska, Piotr Babel, Konrad Goluchowski, Andrzej Michalowski, Jacek Dabrowski, Przemyslaw Biecek |
| 2020 | ICML | Explainable AI Methods - A Brief Overview. | Andreas Holzinger, Anna Saranti, Christoph Molnar, Przemyslaw Biecek, Wojciech Samek |
| 2020 | ISMIS | Interpretable Segmentation of Medical Free-Text Records Based on Word Embeddings. | Adam Gabriel Dobrakowski, Agnieszka Mykowiecka, Malgorzata Marciniak, Wojciech Jaworski, Przemyslaw Biecek |
| 2019 | AIME | Explainable Machine Learning for Modeling of Early Postoperative Mortality in Lung Cancer. | Katarzyna Kobylinska, Tomasz Mikolajczyk, Mariusz Adamek, Tadeusz Orlowski, Przemyslaw Biecek |
| 2019 | CoNLL | Named Entity Recognition - Is There a Glass Ceiling? | Tomasz Stanislawek, Anna Wrblewska, Alicja Wjcicka, Daniel Ziembicki, Przemyslaw Biecek |
| 2019 | ICONIP | Models in the Wild: On Corruption Robustness of Neural NLP Systems. | Barbara Rychalska, Dominika Basaj, Alicja Gosiewska, Przemyslaw Biecek |
| 2018 | EMNLP | How much should you ask? On the question structure in QA systems. | Barbara Rychalska, Dominika Basaj, Anna Wrblewska, Przemyslaw Biecek |
| 2018 | EMNLP | Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System. | Barbara Rychalska, Dominika Basaj, Anna Wrblewska, Przemyslaw Biecek |
| 2008 | ICCS | Optimisation of Asymmetric Mutational Pressure and Selection Pressure Around the Universal Genetic Code. | Pawel Mackiewicz, Przemyslaw Biecek, Dorota Mackiewicz, Joanna Kiraga, Krystian Baczkowski, Maciej Sobczynski, Stanislaw Cebrat |