Unwanted Redirect to Homepage After Login

Hi there.
I try to install the plugin and it works. It changed my wp-admin URL to something else.

But I have 2 issues here :
First, after I successfully logged in, it is always redirect me to the homepage instead of wp-admin area.

Second, after I logged out, it is always ended at 404 page.

Do you have any advice? Thank you!