HIV is one of the three new programs in this announcement. So yes, that's precisely what they're hoping.
(Pedantry: HIV is the virus that causes the disease AIDS. The goal is to prevent AIDS by vaccinating against HIV. It's unlikely that the vaccine would be able to help patients who already have AIDS.)