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Mario Severino

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Let the Heads Talk: Beyond Diagonal Graph Attention

Riccardo Ali, Alessio Borgi, Mario Severino وآخرون · 2026

Sheaf Neural Networks generalize scalar-weighted message passing by replacing scalar edge weights with linear transport maps between local feature spaces. Yet the role of this matrix-valued transport is entangled with the broader sheaf-diffusion construction. We isolate the transport primitive through quiver representa …

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