Do they have LN for this?

Yes, but it’s not on NU so I don’t know if anyone/any group has picked it up to translate. You can also find a NU thread where a user is posting translations for it.

https://forum.novelupdates.com/threads/the-girl-and-the-beast-she-and-the-beast-the-lady-and-the-beast.111496/