After high school, Woods went on to play college football at the University of Southern California (USC). During his time at USC, he was a key player for the Trojans and made a name for himself as a dynamic wide receiver. In his junior season, Woods had a standout year, recording 76 receptions for 846 yards and 11 touchdowns.