Concept:
Stomata are tiny pores present on leaves that help in gaseous exchange and transpiration.
Submerged aquatic plants generally do not have stomata because gases diffuse directly through their surface.
Step 1: Classify the given plants.
• Eichhornia -- Floating plant; has stomata.
• Hydrilla -- Completely submerged plant; no stomata. \checkmark
• Water Lily -- Floating leaves with stomata on the upper surface.
• Pistia -- Floating plant; has stomata.
Step 2: Final conclusion.
Therefore, the aquatic plant that does not have stomata is
\[
\boxed{\text{Hydrilla}.}
\]