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In this paper, we study special solutions of five autonomous integrable partial difference equations (PEs). More precisely, we show that these PEs admit special solutions that are described by non-autonomous ordinary difference equations arising from Bäcklund transformations of the third and sixth Painlevé equations and the Garnier system in two variables. This result provides a new perspective on the relationship between autonomous integrable PEs and Painlevé-type dynamics.

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