Dasyhesma robusta is a species of bee in the family Colletidae and the subfamily Euryglossinae. It is endemic to Australia. It was described in 1965 by American entomologist Charles Duncan Michener.
The species occurs in south-west Western Australia. The type locality is Pearce, in the northern suburbs of Perth. Other published localities include Capel and Bullsbrook.
The adults are flying mellivores.