Let (A,B) be a complete and hereditary cotorsion pair in the category of left R-modules. In this paper, the so-called Gorenstein projective complexes respect to the cotorsion pair (A,B) are introduced. We show that these complexes are just the complexes of Gorenstein projective modules respect to the cotorsion pair (A,B)
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. As applications, we prove that both Gorenstein projective modules with respect to cotorsion pairs and Gorenstein projective complexes with respect to cotorsion pairs possess of stability.