My Only Love Song (2017)

Soo-jung is a conceited pop star who believes that status and money can get you anywhere. She accidentally falls into a time-slip portal and travels to the past, where she meets On-dal, a man who loves money and will do anything to earn it. However, he has a soft spot for the weak and helpless, and gives to them with a generous heart.