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.
Pittsburgh Panthers running back James Conner joins SVP to explain how he was able to stay active while battling cancer and how his morale was impacted when he got advice from Merril Hoge, Mario Lemieux and Eric Berry.
Pittsburgh Panthers running back James Conner says he'll "take it all in" when Pitt faces Villanova, marking Conner's return to the football field after his battle with cancer.
Kellen Mond, the No. 2-ranked dual-threat QB and No. 49 prospect in the class, committed to Texas A&M over Auburn on Monday night in what was a down-to-the-wire recruiting battle.
Florida State didn't win a national title, a conference title or even a bowl game. But being the best team in Florida was reason enough to get rings.
FOX Sports' Tim Brando joins The Paul Finebaum Show to discuss who he believes will make the College Football Playoff.
Brandon Marcello of SECCountry.com joins The Paul Finebaum Show to discuss whether or not he believes John Franklin III will start at quarterback for Auburn.