Justin Bieber kicked off the new year on a real high note -- clutching a smoldering blunt at a big party inside a Newport Beach hotel room this week ... and TMZ has the photos.

The pics were snapped on January 2nd -- the day after a paparazzo was killed while trying to take photos of Bieber's Ferrari -- and it's pretty obvious ... Bieber wasn't feeling too bad about the whole situation.