Cold Springs is an unincorporated community in Umatilla County, Oregon, United States, south of the Columbia River in the Hermiston area. Cold Springs Junction is a populated place and highway junction about four miles northeast of Cold Springs at the junction of Oregon Route 37 and U.S.