According to the invention, there is provided seed and plants of the corn variety designated HOI002. This invention thus relates to the plants, seeds and tissue cultures of the variety HOI002, and to methods for producing a corn plant produced by crossing a corn plant of variety HOI002 with itself or with another corn plant, such as a plant of another variety. This invention further relates to corn seeds and plants produced by crossing plants of variety HOI002 with plants of another variety, such as another inbred line, and to crosses with related species. This invention further relates to the inbred and hybrid genetic complements of plants of variety HOI002, and also to the SSR and isozyme typing profiles of corn variety HOI002.