After the controversial ungentlemanly act with the Love Story Lady as Taylor Swift was receiving an award a couple of years back, Kanye West is proving he is now a ladies man.

The controversial actor has been spotted sharing a passionate kiss with one of the Olsen twins, Mary Kate, outside a New York nightclub late last week.

According to The West Australian, the two were seen liplocking during Kanye’s birthday celebration held at Submercer Club, New York last Friday.

The 34-year-old rapper according to The Australian invited Olsen to attend his birthday party when the two met at the Council of Fashion Designers of America Awards Monday last week. And the 24-year-old Full House star was happy to oblige.

Both however, are single with Kanye splitting from model girlfriend, Amber Rose last July while Mary Kate has been single for a year after breaking up with fashion designer boyfriend, Nate Lowman.

But it was not only Mary Kate Kanye’s lips have been liplocking with as he has been seen hooking up recently with a couple more ladies.

According to The Australian, which described Kanye getting busy not only with his music but also with the ladies, after Kanye personally invited Mary Kate at the fashion awards ceremony early last week, he was seen dining with Victoria's Secret model Chanel Iman that night.

As if one Victoria’s Secret angel is not enough, the rapper, who was the center of Taylor Swift’s story not so long ago, was snapped flirting with another Victoria's Secret model, Kate Upton.

And there’s more, said The Australian. Kanye West was seen kissing another blonde at his hotel during the Cannes Film Festival.

Kanye was also linked to Miss Universe Albania 2010, Angela Martini.

Way to go, Kanye! Looks like you have more love stories for Taylor Swift to write about.