I've Been to Your Future (2023)

Both dramas are about one of the leads suddenly dying and the other attempting through time travel to save their life.

Both are short length fantasy dramas with the same actress and actor playing the leads.
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Both dramas involve one of the leads dying and then a cellphone allowing the other to return to the past/alter the events that happened. Both have a school setting.