Yeah, that is what the Romanians claim, that they are literally Romans.
There was no Romania, prior to the late 19th century though, just Wallachia and Moldavia.
No, the Romanians have this national myth that they are successors of Rome.
Hence the country name.
And ther was never a Byzantine empire, they called themselves Romans, we called them Greeks to troll and insult them.