Katy Perry and John Mayer Are Back ‘On,’ Enjoy Dinner Date in Los Angeles (GALLERY)

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Looks like Katy Perry and John Mayer’sromance is more than just a summer fling.

The talented couple cozied up at a Los Angeles restaurant Little Door on Tuesday night, putting rumors of their split to rest. Perry and her beau were also spotted together at the FYF concert in downtown Los Angeles Saturday night, where they were reportedly “dancing together and stealing kisses” all night.

What went on  during Perry and Mayer’s Little Door date?

Perry and her singer-songwriter beau dressed casually for their night out. The “Teenage Dream” singer wore a pair of gray cigarette jeans, a green floral top and blue wedges. She completed her look with a touch of pink lipstick and a silver bangle.

Meanwhile, Mayer kept a low profile in beige jeans, a plaid shirt and brown shoes. The “Shadow Days” singer was also sporting much shorter hair. Perhaps Perry convinced him to chop off his shoulder-length locks.

After exiting the restaurant, the duo rushed to Mayer’s car for a swift exit.

The pair first sparked romance rumors in June, when they were spotted getting close at Soho House in Los Angeles. And in early August, the lovebirds were snapped leaving the Chateau Marmont in the same car.

Since announcing her split from ex-husband Russell Brand in December 2011, Perry has rebounded with a few flings. After briefly stepping out with male model Baptiste Giabiconi, Perry romanced Florence + The Machine guitarist Rob Ackroyd.