1. Introduction; 2. Mathematical Background; 3. Nonlocal p-Laplacian evolution problem on graphs; 4. Nonlocal p-Laplacian variational problem on graphs; 5. Nonlocal p-Laplacian Dirichlet problem on graphs; 6. Algorithmic framework based on proximal splitting; References.