The FL's family adopted the ML's mom. So they are not cousins by blood
I won't end it until I prove my point and the truth. I rewatched the whole series and on ep 13 ; 32:02 Lanfang said that she was adopted by ye's grandparents, she relied on them and got ashamed for it so she ran away.
Now we can end the discussion, thank you.