Love Across Time (2023)

Both are mini dramas and involve time travel.
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Both FLs time travel into the past to save the ML who has died in the present. It's then revealed that the ML was secretly in love with her a long time before she believes they first met.

Both involve the FL time traveling to the past and trying to change events to prevent the death of the ML.