Houia yueya was originally described as a species of the xiphosuran (horseshoe crab) genus Kasibelinurus (Kasibelinurus yueya) in 2013, with its narrow opisthosoma (the trunk section) being misinterpreted as incompletely preserved (lacking lateral regions).[3] The species name yueya comes from the Chinese characters 月 (yuè, meaning "Moon") and 牙 (yá, meaning "crescent"), referring to the crescentic shape of its carapace (the dorsal plate of the prosoma or head).[4]
H. yueya was redescribed and replaced under its own genus, Houia, in 2015, being reinterpreted as a basal ("primitive") dekatriatan possessing both horseshoe crab and eurypterid-like features (e.g. crescentic carapace for the former, and metastoma for the latter). Unlike most of dekatriatans like eurypterids and chasmataspidids, the metastoma (ventral plate in front of opisthosoma) of Houia is unusually enlarged, only being comparable by some mycteropoid eurypterids, and may have acted to crush more fortified prey.[1] In 2021, a new species of Houia, H. guangxiensis, was described. Its species name derivates from the Chinese province in which it was discovered, Guangxi.[2]