Furman (2-3, 1-1) has won two-straight after starting the season 0-3.
Williams, a preseason 1st-team All-Southern Conference selection, returned a kickoff 100 yards on Furman's first possession, and then added touchdown runs of 89 and 2 yards to give the Paladins a 21-3 lead.
McCloud's 20-yard touchdown extended Furman's lead to 28-3 with 3:28 left in the first half. McCloud finished 123 yards while Williams, who racked up 239 on the ground, became the first Paladin since 2000 to rush for over 200 yards in a game.
It was also the first time since 2005 that Furman has had two players rush for over 100 yards in the same game.
Eddie Sullivan led Western Carolina (1-4, 0-3) with 220 yards passing and 104 rushing.
Outside The Lines examines how things broke down at Baylor University, what the impact going forward will be on the school and how this could be a watershed moment for college sports as a whole.
ESPN analyst John Saunders examines the NCAA violations levied against Ole Miss' football program.
Don Horton, former North Carolina State and Boston College assistant football coach, has died. He was 58.
Baylor lost another two commitments in ESPN 300 receiver Hezekiah Jones and three-star safety Donovan Stiner following the announcement that coach Art Briles would be fired.
SVP recaps how Hugh Freeze took Ole Miss from the 40th to seventh best recruiting class, and when rivals figured out cheating had to be the answer, it turns out that's mostly true.
Jail records show Robert James Castaneda, one of three Texas Tech players kicked off the team earlier this month, has been charged with felony burglary.