To make up for lost time
Describes trying to compensate for time that has been wasted or missed. Often used after a period of absence or inactivity.
Now he works twice as hard to make up for lost time.
—Are you running late? —We need to make up for lost time.
After her leave, she found it hard to make up for lost time.