Consequence-Aware Sequential Counterfactual Generation. - Philip Naumann; Eirini Ntoutsi (ECML/PKDD (2), 2021)

Towards XAI for Optimal Transport. - Philip Naumann (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2024)

Wasserstein Distances Made Explainable: Insights into Dataset Shifts and Transport Phenomena. - Philip Naumann; Jacob R. Kauffmann; Grégoire Montavon (CoRR, 2025)

Towards Robust Foundation Models for Digital Pathology. - Jonah Kömen; Edwin D. de Jong; Julius Hense; Hannah Marienwald; Jonas Dippel; Philip Naumann; Eric Marcus; Lukas Ruff; Maximilian Alber; Jonas Teuwen; Frederick Klauschen; Klaus-Robert Müller (CoRR, 2025)