Noir: Out of the Past, The Big Sleep, Detour, and Kiss Me Deadly come to mind.

Neo Noir: Chinatown & Big Lebowski.

I've gone back to Taxi Driver the most over the years. Perhaps more so than even Blade Runner. Non neo, I have not explored much. Althouh I did watch Maltese Falcon on VHS repeat a bit ;)