Not going home?
This is common in colloquial English and could be done with any verb. However, it is not standard and would be wrong in writing or when speaking formally- it's fine when chatting with friends, but if you did it in a jib interview or an exam, it would be a mistake.
A gerund is the -ing form of the verb when it functions as a noun:
Smoking is bad for you. (here it's the subject)
I thought about doing it. (after a prepostion)