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most citedGeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuning

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stat.ML2025

Are GNNs doomed by the topology of their input graph?

Amine Mohamed Aboussalah, Abdessalam Ed-dib

Graph Neural Networks (GNNs) have demonstrated remarkable success in learning from graph-structured data. However, the influence of the input graph's topology on GNN behavior remai…