10/18/2011 07:49 am ET | Updated Dec 18, 2011

Lauren Conrad & Derek Hough Spotted Out Together; Share A Kiss On The Dance Floor

Lauren Conrad and Derek Hough added fuel to the fire of dating rumors by partying together - very closely - in the back room at L.A.'s Trousdale Lounge.

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