He hurts her and then regrets so much and tries to get her back. (The biggest the mistake, the better) 

I have seen many dramas that has that. Sawan Biang and Roy Leh Sanae Rai are amongst my favourites.

Jealousy Incarnate

New tales of gisaeng 

I hear « Tempted » has this story line but I just started watching. 

  • Kleun Cheewit
  • Secret
  • Plus Nine Boys
  • Another oh Haeyoung
  • Nueng Nai Suang
  • Unrequited love
  • Queen of the Game
  • Goodbye my princess
  • Kings woman
  • I have a lover
  • Lee jun kai

Fated to Love You (original Taiwanese version)

I Love My President Though He's a Psycho
U-Prince series: Handsome Cowboy

There is a Turkish show Yalı Çapkını. Male hurts female A LOT. Then female hurts him back.