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In this paper, we study the following logarithmic Schrödinger equation where is the graph Laplacian, is a connected locally finite graph, the potential is bounded from below and may change sign. We first establish two Sobolev compact embedding theorems in the case when different assumptions are imposed on . It leads to two kinds of associated energy functionals, one of which is not well-defined under the logarithmic nonlinearity, while the other is . The existence of ground state solutions are then obtained by using the Nehari manifold method and the mountain pass theorem respectively.

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