As a kid, I never bothered learning the names of the bands that played the music I liked. But here's what I can recall likeing more than 3 songs of to:
(1983-1995) Beach Boys, New Kids on the Block, Phill Collins/Genesis, Ace of Base, La Bouche, David Bowie, Real McCoy, Garbage, Micheal Jackson, Celine Dion, Mariah Carey, Paula Abdul, Whitney Houston, Madonna, Alanis Morriset, Sheryl Crow, Ray Stevens, Enigma, Enya, & "Mary Kate & Ashley" (when they were like, 8 or 10).
(1996-2001) Banda Machos, Gackt, Dir en Grey, Malice Mizer, Shazna, Transtic Nerve, Megumi Hayashibara, HOT, Clon, Koyotae, Lee Jung-Hyun, Sega Ganensis/SNES game music, Peter Ilyich Tchaikovsky, & Wolfgang Amadeus Motzart.