Celia Rubio-Madrigal

According to our database, Celia Rubio-Madrigal authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Fixed Aggregation Features Can Rival GNNs.

Celia Rubio-Madrigal, Rebekka Burkholz

CoRR, January, 2026

2025

HAM: A Hyperbolic Step to Regulate Implicit Bias.

Tom Jacobs, Advait Gadhikar, Celia Rubio-Madrigal, Rebekka Burkholz

CoRR, June, 2025

When Shift Happens - Confounding Is to Blame.

Abbavaram Gowtham Reddy, Celia Rubio-Madrigal, Rebekka Burkholz, Krikamol Muandet

CoRR, May, 2025

GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring.

Celia Rubio-Madrigal, Adarsh Jamadandi, Rebekka Burkholz

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Rendering string diagrams recursively.

Celia Rubio-Madrigal, Jules Hedges

CoRR, 2024

Spectral Graph Pruning Against Over-Squashing and Over-Smoothing.

Adarsh Jamadandi, Celia Rubio-Madrigal, Rebekka Burkholz

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024