Yes, you can apply but you will have to clear all your backlogs before 31st August 2018.

To check the Gate eligibility in detail, you can go through the below article -

GATE Eligibility Criteria 2018

Note : I have provided the above given information as per 2017 criteria as there is no updates for Gate 2018 out yet so it might/might not be changing.

Hope this helps!!!