Two students were injured in the clash which took place on Monday at the university's new campus during campaigning for upcoming student union elections, they said.
Police have registered a case on the complaint of one of the student groups that clashed, a police official said, adding, no arrests have been made in the case.
According to police, the two student groups got into a verbal spat on Monday which turned violent with both sides attacking each other with baseball bats, rods and sticks.