I just found this thread, and I am really glad I did.
My all-time favorites in alphabetical order.. list is not complete though.

Accept - Balls To The Wall (1983)
Aerosmith - Dream On (1973)
Afrika Bambaataa - Lookin' For The Perfect Beat (1982)
America - Horse With No Name (1973)
Animotion - Obsession (1985)
Anthrax - Madhouse (1985)
Autograph - Turn Up The Radio (1984)
Harold Faltermeyer - Axel F (1984 Beverly Hills Cop soundtrack; IIRC album released 1987/1988?)
Big Daddy Kane - Warm It Up Kane (1989)
Billy Idol - White Wedding (1983)
Buggles - Video Killed The Radio Star (1979)
Corey Hart - Sunglasses At Night (1984)
Hall & Oates - Family Man (1983)
Hall & Oates - Out Of Touch (1984)
Def Leppard - Pour Some Sugar On Me (1987)
Depeche Mode - Personal Jesus (1989)
Flock Of Seagulls - I Ran So Far Away (1982)
The Gap Band - You Dropped The Bomb On Me (1982)
Gloria Jones - Tainted Love (1964)
Inner Circle - Bad Boys (1987)
INXS - Kiss The Dirt (1985)
Jan Hammer - Miami Vice (1985)
Joan Jett & The Blackhearts - I Love Rock 'N' Roll (1982)
Judas Priest - You Got Another Thing Comin (1982)
Kiss - Strutter (1974)
Kiss - Detroit Rock City (1976)
Lionel Richie - Running With The Night (?)
Loverboy - Working For The Weekend (1981)
Lynyrd Skynyrd - Free Bird (1974)
The Mamas and The Papas - California Dreamin' (1965)
Martika - Toy Soldiers (1989)
Megadeth - Peace Sells (1986)
Men At Work - Down Under (1981)
Michael Jackson - Beat It (1983)
Michael Jackson - Billie Jean (1983)
Michael Jackson - Smooth Criminal (1988)
Michael Jackson - Thriller (1984)
Motley Crue - Too Young To Fall In Love (1984)
Motley Crue - Looks That Kill (1984)
Mr. Mister - Broken Wings (1985)
Paul Young - Come Back And Stay (1983)
Queensr˙che - Queen Of The Ryche (198*)
Rod Stewart - Young Turks (1981)
Scorpions - Rock You Like A Hurricane (1984)
The Outfield - Your Love (1985)
Toto - Africa (1982)
Toto - Hold The Line (1978)
Twisted Sister - I Wanna Rock (1984)
Guns 'N' Roses - Welcome To The Jungle (1987)

Laura Branigan's "Creatures Of The Night"!
Love this song! Very famous.. if you're a real fan of 80s song you would definitely like or at least HEARD it. Heck, my mom likes it too.