Výsledky vyhledávání - "Russo, A. M."

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Accelerating Graph Neural Networks with a Novel Matrix Compression Format

Autor: Alves, João N. F., Moustafa, Samir, Benkner, Siegfried, Francisco, Alexandre P., Gansterer, Wilfried N., Russo, Luís M. S.

The inference and training stages of Graph Neural Networks (GNNs) are often dominated by the time required to compute a long sequence of matrix multiplications between the sparse graph adjacency matrix and its embedding. To accelerate these stages, w

Externí odkaz: http://arxiv.org/abs/2409.02208

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On Finding Optimal (Dynamic) Arborescences

Autor: Espada, Joaquim, Francisco, Alexandre P., Rocher, Tatiana, Russo, Luís M. S., Vaz, Cátia

Let G = (V, E) be a directed and weighted graph with vertex set V of size n and edge set E of size m, such that each edge (u, v) \in E has a real-valued weight w(u, c). An arborescence in G is a subgraph T = (V, E') such that for a vertex u \in V, th

Externí odkaz: http://arxiv.org/abs/2311.03262

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