Email to all potential supervisors listed on application I submitted my application for grad school with some professors as my potential supervisors. I have never contacted them prior to my submission.

Days ago I sent an email to one of them and asked him to take a look at my application and later he invited me to an interview. Interview went well but at the end he said there are some other candidates that he is interested in and he would interview them too. So I have to wait for the admission committee decisions.

In this situation, is it wise to contact other professors listed in my application and present my case to them? Some of them are working in a similar field to this professor and others have different research interests.

Please note that in my statement of purpose and CV, I mentioned my research goals which are inline with these potential supervisors' interests.
Yes, you should keep looking until you get a commitment. It would be unwise to delay. I'm sure the person you talked to isn't expecting you to ignore other possibilities or follow up on them. Otherwise you would have gotten an offer. 

Of course, you may be in a place where actual admission isn't in the hands of advisors, but a committee. In this case, no one can properly "accept" you until the larger institution does. So all offers in such places, from potential advisors, are tentative. Other places, the advisors accept and hire students, but even there, until you get a commitment, keep looking. 

Of course, you need to be honest, when asked, if you are following up other leads.  They will likely be aware, of course, since they know each other. This can't hurt you, and might even help. 

If you are in a position to visit the institution in person, you might consider doing that and speaking to some of these professors. Email is much less effective in this sort of thing.