You will be shortlisted on the basis of Gate score 2018 as you will have to meet the cut off provided by them branch wise and individual department may conduct the interview or written test for the candidates if required.

To check more about the same, you can go through the below article -

https://engineering.careers360.com/articles/iit-bhu-mtech-admissions

Good Luck!!!