Joker doesn't need a steady girlfriend or to be in a dysfunctional relationship. He can have lots of "girlfriends", like Romero Joker did in the 60's show.
Jack Joker had his boss's wife as a plaything, until he got tired of it.
I liked Harley when she was just a henchwoman in the beginning...