The past tense of sweep someone off their feet is swept someone off their feet.
The third-person singular simple present indicative form of sweep someone off their feet is sweeps someone off their feet.
The present participle of sweep someone off their feet is sweeping someone off their feet.
The past participle of sweep someone off their feet is swept someone off their feet.