Yes. But it depends on the woman. It all starts with her, her culture, her family, and her preferences.
"Asian" is a broad definition. Japanese and Chinese culture -- Probably not. Korean, Pilipino sure... I see it all the time.
If she is Asian-American, well... truth is she's going to be...