Celia Rubio Madrigal

International Conference on Machine Learning workshop(ICML-W)
Prune to Protect: Faster Training and Enhanced Privacy by Dynamic Data Pruning

International Conference on Machine Learning (ICML)
Fixed Aggregation Features Can Rival GNNs

workshop on international Conference on Machine Learning(ICML-W)
Linear GCNs Need Better Bias, Not More Expressive Power

International Conference on Learning Representations (ICLR)

International Conference on Learning Representations (ICLR)
Hyperbolic Aware Minimization: Implicit Bias for Sparsity

International Conference on Learning Representations (ICLR)
When Shift Happens - Confounding Is to Blame

International Conference on Learning Representations (ICLR)
Boosting for Predictive Sufficiency

International Conference on Learning Representations (ICLR)
GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring

Conference on Neural Information Processing Systems (NeurIPS)
Spectral Graph Pruning Against Over-Squashing and Over-Smoothing