I could be wrong but I believe by Senate rules Graham needs agreement from the minority to call witnesses, issue subpoenas, etc. Naturally, Dems are all in favor of Rudy testifying! But they will never agree to any Democrat and/or Deep State coupist testifying public.
I believe Senate committees need the presence of the minority party to conduct most business.