Crystal Palace will host either Liverpool or Bolton Wanderers, while there are all-Premier League ties between Aston Villa and Leicester City, and West Brom and West Ham.
After beating Rochdale on Monday, Stoke will visit Championship side Blackburn Rovers in the next round.
The final tie is an all-Championship affair between Derby County and Reading.