Romance With the Star (2021)

Idol and regular girl (she’s rich but her identity was hidden at the time)
College love
Annoying girl whose in love with ML
Second lead couple

The storylines seem very similar. Idol star and his assistant form a relationship except in this one the girlfriend is a manger.