How does argument passing work?

I want to know how passing arguments to functions in C works. Where are the values being stored and how and they retrieved? How does variadic argument passing work? Also since it's related: what about return values?

I have a basic understanding of CPU registers and assembler, but not enough that I thoroughly understand the ASM that GCC spits back at me. Some simple annotated examples would be much appreciated.