The past tense of pull the rug out from under is pulled the rug out from under.
The third-person singular simple present indicative form of pull the rug out from under is pulls the rug out from under.
The present participle of pull the rug out from under is pulling the rug out from under.
The past participle of pull the rug out from under is pulled the rug out from under.