Miley Cyrus spotted kissing rumored beau Patrick Schwarzenegger

LOS ANGELES, Nov. 14 (UPI) -- Miley Cyrus and Patrick Schwarzenegger might be dating after all.

The alleged couple was photographed kissing Thursday night during a USC football game at the LA Coliseum.

Schwarzenegger, who goes to school at the University of Southern California, was spotted canoodling with the singer throughout the match, for which Cyrus, 21, dressed appropriately in the Trojans' red and yellow colors.

Rumors that Cyrus and Schwarzenegger were dating began earlier this month after they were spotted together in Los Angeles several times. At the time, a source close to the situation said the couple was "not officially together" and that they were "good friends."

Whether they're a couple or not, Cyrus and Schwarzenegger have been seeing a lot of each other as of late, and were also spotted together Tuesday night as they attended a Q&A for Still Alice, a film produced by Schwarzenegger's mother Maria Shriver.

Cyrus has not publicly admitted to being in a relationship since ending her engagement to Hunger Games star Liam Hemsworth in September of 2013.