I use, in descending order of frequency;
Original Titebond
Epoxy (30, 15, and 5 minute, but mostly 30 minute) with about 25% micro balloons mixed in.
Various styles of CA
Sigment (rarely)
White Gorilla Glue (rarely, when the expanding feature is advantageous)
I also have seen the Titebond skin over if not used quick enough. I have a gallon that I bought a long time ago, will never do that again. I've been filling my neighbor's Glue-Bot (a great glue bottle, look it up) for him just to use it up.