One who bangs, or has other sexual relations (i.e. oral sex, anal sex, handjobs, deep kissing or holding hands) with a geriatric a.k.a. old person.
"Oh that Chantel, always messin' with those old men, she's a geriaphiliac."
by Red Killwell June 08, 2007