Hard to tell exactly, but it looks like too many prolegs (a pair on each abdominal segment) to be a caterpillar.

Bears a resemblance to dogwood sawfly larva, sometimes these will go onto trees other than dogwood.

You nailed it, Larry! I looked it up and see the very same image. Plus there was red osier dogwood right there close. Thanks for the id.