All that can presently (November 2019) be gleaned from sheet music covers and by internet searching is that Rufus J. Thompson is the one-off composer of
Blue Note Rag (1920) published by
Rufus J. Thompson, Atlanta, Georgia, USA.
Surfers are welcome to contribute information about this composer.