The dean of the military academy, Brigadier General Omar Barashid, died with his bodyguard when the bomb exploded on a street in Mukallah, capital of Hadramut, the source said.
The officer's son, who was driving the vehicle, was wounded.
Police and soldiers in Yemen are frequently the targets of armed attacks attributed by authorities to Al-Qaeda.