Honestly, if I somehow knew that the candidate cheated on their partner, then yes, I would reject them. I doubt I will ever find myself in that position.

I did have a coworker cheat on their spouse. I certainly lost respect for them, avoided working with them whenever possible, and cut off the non-professional aspect of our relationship.