The answer to this question varies incredibly depending on which plant you are talking about. Some plants need to be submerged in water, while others can survive for months and sometimes years...
Most lilies need full sun, at least a half day of light, but also like to be mulched to keep the roots cool. Lots of info on lilies at http://www.thelilygarden.com