No. The orthodox believe that Jesus will return and create new heaven and new earth.
They also believe in a general resurrection of both the just and the unjust John 5:28-29.
I know because in my country its the second biggest church.
Here is one link: http://www.orthodoxchristian.info/pages/Parousia.htm
I do not see the conflict between what the Orthodox priest said, and this link. Both talk about the coming of Jesus. Both are anticipating it. What is left out is all the millennial stuff, which as an amill, I long ago discarded. I think the priest in the video is a solid preterist, and that article you posted only says it is tiresome (my words) all this nonsense about pre-post, amill, and conditions for the return of Christ. And really, nothing about the rapture, which is a made up 18th century bit of nonsense. I mean, in the way it is predicted.
I think eschatology is at best a guess. And too many Christians treat it like a dogmatic creed. Really, there is no way we can absolutely pin down what is going to happen, using the Bible or not. Certainly, the only thing we can really trust, is that Jesus said he is coming again, and I believe he will.
The modern church does miss so much was fulfilled in the 1st century, especially the razing of the temple. My hope is in Jesus return. Not in all these twisted interpretations of metaphors literally. The Apocalypse is mostly symbolic, tied to the past, but I read person after person that says, "The plain meaning of the text is literal." Say what?? Revelation is Apocalyptic literature!! You cannot interpret it literally, because that is not the intent of the book. It never has been and never will be.