Astronidium robustum is a species of flowering plant in the family Melastomataceae. It is a tree endemic to Fiji, where it is native to the islands of Viti Levu, Vanua Levu and Taveuni. It grows 2–15 metres tall in dense rain forest, often along creeks or on river banks, from 50 to 900 metres elevation.