Coelogyne viscosa is a species in the Coelogyne genus. This name is accepted name for the species in the family Orchidaceae subfamily Epidendroideae, tribe Arethuseae, subtribe Coelogyninae, . This species is found in Sikkim to China (S. Yunnan) and Pen. Malaysia.