In Express.js, URL Parameters (e.g., /user/:id) are used to identify specific resources and are accessed via req.params, while Query Strings (e.g., ?search=true) are used for filtering or sorting and are accessed via req.query. Simply put: parameters define what the resource is, while query strings define how it should be displayed.