If eat == any caloric intake beyond negligible, then yeah, it's abnormal, in American culture at least.

A lot of people who think they don't eat until late are ignoring calorie-loaded and frequently sugar-loaded lattes, cappuccinos or juices that fill them up with calories in liquid format.