Victory could yet see Albania qualify for the last 16 as one of the four best third-placed sides, despite losing their opening two matches.
Romania also need to win to have any chance of reaching the knockout stages.
In the other game in Group A, hosts France were tied 0-0 with Switzerland in Lille.