Kanye West, Mary-Kate Olsen Kanye West, Mary-Kate Olsen

Are Kanye West and Mary-Kate Olsen the next Hollywood hookup?

Reports recently surfaced that the 34-year-old rapper and the 25-year-old former Full House star were spotted locking lips at his birthday party. But Olsen's rep shoots down the rumor. "There is no truth to the story whatsoever," her rep told Gossip Cop.

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Regardless, both are single. West and longtime girlfriend Amber Rose split last summer while Olsen and Nate Lowman broke up in February.

Can you see the two together?