| Season,Bowl,Opponent,Result | |
| 1962,Sun Bowl,West Texas State,L 14–15 | |
| 1968,Tangerine Bowl,Richmond,L 42–49 | |
| 2006,GMAC Bowl,Southern Mississippi,L 7–28 | |
| 2009,Little Caesars Pizza Bowl,Marshall,L 17–21 | |
| 2010,New Orleans Bowl,Troy,L 21–48 | |
| 2011,Famous Idaho Potato Bowl,Utah State,W 24–23 | |
| 2012,Independence Bowl,Louisiana–Monroe,W 45–14 | |
| 2013,Beef 'O' Brady's Bowl,East Carolina,L 20–37 | |
| 2015,Camellia Bowl,Appalachian State,L 29–31 | |
| 2016,Dollar General Bowl,Troy,L 23–28 | |
| 2017,Bahamas Bowl,UAB,W 41–6 | |
| 2018,Frisco Bowl,San Diego State,W 27–0 | |