There are a variety of websites that offer a list of one hit wonders. One hit wonder central is one option and provides a list broken down into decades.
No, we won't. There are too many of them, "famous" is not well defined, and the list would be constantly changing as the new flavor-of-the-month rotated in and the last one-hit-wonders rotated out.
One-Hit Wonders - 2002 was released on: USA: 29 July 2002
One Hit Wonders - 2004 TV is rated/received certificates of: Canada:PG
One-Hit Wonders - 2002 Movies was released on: USA: 17 March 2010
One-Hit Wonders - 2002 The Prom was released on: USA: 28 April 2010
One-Hit Wonders - 2002 British was released on: USA: 2 December 2008
One-Hit Wonders - 2002 Alternative was released on: USA: 7 April 2010
Wikipedia can provide a lot of information. It can provide a list of 1980s one hit wonders, baseball statistics, what films an actor has starred in. There is a list too big to mention in so many characters.
One-Hit Wonders - 2002 Number Ones was released on: USA: 10 March 2010
VH1 Classic One Hit Wonders - 2008 was released on: USA: 1 December 2008
One-Hit Wonders - 2002 Number Twos was released on: USA: 31 March 2010