"WHITE COLLAR" SPOILER!!
I know one has to suspend disbelief in these kinds of shows (and many others, too), but just the idea of them "throwing a party" and the very person that they're looking for will just show up at their specific party among ALL the parties that are happening during this special week in NYC was just a little too much suspension.
END OF "WHITE COLLAR" SPOILER!!