When someone sneaks out of a party without saying goodbye.
1) "Dude, where's Pat?"

"He Johnny-Oed like an hour ago."

2) "Oh shit, my ex just walked in. I gotta Johnny-O!"
by Mrs. Maloof June 27, 2009