Can weeds grow on rocks

Yes, weeds can grow on rocks. Weeds may be defined as those plants whose benefit to humans is forgotten or unknown. They tend to be recognized by their ability to grow well where cultivated and ornamental plants may do poorly. But in the specific case of rocks, there are native and 'alpine' plants that handle rocky environments just as well as weeds do.