Taylor Swift and Travis Kelce were back out on the town Friday night ... rolling up to Harry’s restaurant in West Palm Beach for a late-night bite.
The couple stepped out from cover at the Florida eatery just after 10 PM Friday night ... turning heads as they made their appearance.
Though they weren't showing any PDA in the pic ... an eyewitness tells TMZ they walked in hand-in-hand before the "Anti-Hero" singer took the lead.