DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities. - Elias Eulig; Piyapat Saranrittichai; Chaithanya Kumar Mummadi; Kilian Rambach; William Beluch; Xiahan Shi; Volker Fischer 003 (ICCV, 2021)

Assumption violations in causal discovery and the robustness of score matching. - Francesco Montagna; Atalanti-Anastasia Mastakouri; Elias Eulig; Nicoletta Noceti; Lorenzo Rosasco; Dominik Janzing; Bryon Aragam; Francesco Locatello (NeurIPS, 2023)

Toward Falsifying Causal Graphs Using a Permutation-Based Test. - Elias Eulig; Atalanti-Anastasia Mastakouri; Patrick Blöbaum; Michaela Hardt; Dominik Janzing (AAAI, 2025)