The present invention provides a pharmaceutical composition for reducing localized fat, comprising a pharmaceutically acceptable aqueous solution, drug-containing micelles made of surfactants, and resveratrol encapsulated in said drug-containing micelles. This pharmaceutical composition for reducing localized fat can reduce the fat at the administration site, and has the advantages of high stability, high fat tissue bioavailability, few side effects, and sustained release.