The genus name of Veselskya is in honour of Friedrich Veselský (1813–1866), a Bohemian lawyer in present-day Prešov, he was also an amateur botanist with a focus on mushrooms. The Latin specific epithet of griffithiana refers to William Griffith (1810–1845), who was a British naturalist, doctor and botanist.
