Other nominated videos include Selena Gomez's "Come & Get It," Daft Punk's "Get Lucky," Calvin Harris featuring Ellie Goulding's "I Need Your Love" and Robin Thicke's "Blurred Lines."
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Regardless of whether she goes home with that Moonman after performing on Sunday, she noted that she feels like her "We Can't Stop" song and video is already a winner.
"I'm excited 'cause I feel like I've heard my song all summer long on the radio, so I feel like it's the song of the summer," she added.
In addition to the Best Song of the Summer nod, she's also up for Best Pop Video and Best Female Video. Miley will in the house when the VMAs go live from Brooklyn's Barclays Center on Sunday at 9 p.m. ET/PT. The pre-show is at 8 p.m.