no one blamed bai jue we just think that he was gone without letting him know he was going to be a fatherwithout…
He feels at fault and ashamed for letting Qingmu and Houchi fall in love, because he knows they wouldn't have a happy ending. And it also broke his plan. But there is a better way to do things than marry zinghao, that was just stupid.