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20222026
most citedA Deep Reinforcement Learning Framework For Column Generation

14 citations · 19 across the 8 of their papers we have counts for

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cs.LG2025

GeoHNNs: Geometric Hamiltonian Neural Networks

Amine Mohamed Aboussalah, Abdessalam Ed-dib

The fundamental laws of physics are intrinsically geometric, dictating the evolution of systems through principles of symmetry and conservation. While modern machine learning offer…

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…