Spectral Graph Pruning Against Over-Squashing and Over-Smoothing. - Adarsh Jamadandi; Celia Rubio-Madrigal; Rebekka Burkholz (NeurIPS, 2024)

Rendering string diagrams recursively. - Celia Rubio-Madrigal; Jules Hedges (CoRR, 2024)

GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring. - Celia Rubio-Madrigal; Adarsh Jamadandi; Rebekka Burkholz (ICLR, 2025)

When Shift Happens - Confounding Is to Blame. - Abbavaram Gowtham Reddy; Celia Rubio-Madrigal; Rebekka Burkholz; Krikamol Muandet (CoRR, 2025)

HAM: A Hyperbolic Step to Regulate Implicit Bias. - Tom Jacobs; Advait Gadhikar; Celia Rubio-Madrigal; Rebekka Burkholz (CoRR, 2025)