Page "College football" Paragraph 34

** if a player is penalized for unsportsmanlike conduct for actions that occurred during a play ending in a touchdown by that team, but before the goal line was crossed, the touchdown will be nullified.

In the NFL, the same foul would result in a penalty on the conversion attempt or ensuing kickoff, at the option of the non-penalized team.