Thanks for the reply.

I meet another problem, installing the new plugin that comes with an admin menu, but it’s not appeared in the “admin menu” list. (It appeared in the backend admin as I’m a super admin but not other roles).

I think is it the problem when User Role Editor haven’t update the admin menu item yet? And how to fix it?