Neural Concept Binder. - Wolfgang Stammer; Antonia Wüst; David Steinmann; Kristian Kersting (NeurIPS, 2024)

Pix2Code: Learning to Compose Neural Visual Concepts as Programs. - Antonia Wüst; Wolfgang Stammer; Quentin Delfosse; Devendra Singh Dhami; Kristian Kersting (UAI, 2024)

Right on Time: Revising Time Series Models by Constraining their Explanations. - Maurice Kraus; David Steinmann; Antonia Wüst; Andre Kokozinski; Kristian Kersting (CoRR, 2024)

OCALM: Object-Centric Assessment with Language Models. - Timo Kaufmann; Jannis Blüml; Antonia Wüst; Quentin Delfosse; Kristian Kersting; Eyke Hüllermeier (CoRR, 2024)

Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? - Antonia Wüst; Tim Woydt; Lukas Helff; Devendra Singh Dhami; Constantin A. Rothkopf; Kristian Kersting (CoRR, 2024)

Navigating Shortcuts, Spurious Correlations, and Confounders: From Origins via Detection to Mitigation. - David Steinmann; Felix Divo; Maurice Kraus; Antonia Wüst; Lukas Struppek; Felix Friedrich; Kristian Kersting (CoRR, 2024)

Object Centric Concept Bottlenecks. - David Steinmann; Wolfgang Stammer; Antonia Wüst; Kristian Kersting (CoRR, 2025)

Fodor and Pylyshyn's Legacy - Still No Human-like Systematic Compositionality in Neural Networks. - Tim Woydt; Moritz Willig; Antonia Wüst; Lukas Helff; Wolfgang Stammer; Constantin A. Rothkopf; Kristian Kersting (CoRR, 2025)

SLR: An Automated Synthesis Framework for Scalable Logical Reasoning. - Lukas Helff; Ahmad Omar; Felix Friedrich; Wolfgang Stammer; Antonia Wüst; Tim Woydt; Rupert Mitchell; Patrick Schramowski; Kristian Kersting (CoRR, 2025)