It would be better as: I hope that you will enjoy your stay in Japan when you visit me next year. However, 'wish' is a little stronger, but can not be inserted as a direct replacement for 'hope', without a change to the grammatical construction of the sentence. For instance: It is my wish that you enjoy your stay in Japan when you visit me next year.
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