Do not italicize or put in quotation marks. Treatment of formal conference names should be capitalized only.
Example: South Texas Alzheimer’s Disease Conference
Advancing the Science of Cancer in Latinos conference
Notice if “conference” is part of the official name, it is capitalized. If it is not part of the official name, lowercase the word.