TOAST: Topological Algorithm for Singularity Tracking. - Julius von Rohrscheidt; Bastian Rieck (CoRR, 2022)

Topological Singularity Detection at Multiple Scales. - Julius von Rohrscheidt; Bastian Rieck (ICML, 2023)

Diss-l-ECT: Dissecting Graph Data with local Euler Characteristic Transforms. - Julius von Rohrscheidt; Bastian Rieck (CoRR, 2024)

Bayesian Computation Meets Topology. - Julius von Rohrscheidt; Bastian Rieck; Sebastian M. Schmon (Trans. Mach. Learn. Res., 2024)

Less is More: Local Intrinsic Dimensions of Contextual Language Models. - Benjamin Matthias Ruppik; Julius von Rohrscheidt; Carel van Niekerk; Michael Heck; Renato Vukovic; Shutong Feng; Hsien-Chin Lin; Nurul Lubis; Bastian Rieck; Marcus Zibrowius; Milica Gasic (CoRR, 2025)