Trump, tipped for the title this year, looked destined for an early exit after Hawkins rattled off three successive frames from 3-2 down to leave himself within sight of the win.
However, Trump battled back and made no mistake in the final frame as he fired off a break of 107 to claim the win and set up a quarter-final meeting with Graeme Dott.