I accidentally added some non-exist CSS properties to Intellij IDEA's custom CSS properties, making it unable to warn about the wrong CSS properties. So I have to remove them manually.
Manage Custom CSS Properties
Go to File --> Settings --> Inspections --> CSS --> Unknown CSS property --> Custom CSS properties.