Define Gulu. Gulu synonyms, Gulu pronunciation, Gulu translation, English dictionary definition of Gulu. Noun 1. Gulu - a city in northern Uganda Republic of Uganda, Uganda - a landlocked republic in eastern Africa; achieved independence from the United