Not receiving mail from one domain

I have been trying to receive email from a domain that I have white listed but continue to not receive mail from the senders. I have white listed the domain and specific email address with no success. Most of the time the sender does not know that the email wasn't received. There have been a few times where they received a not deliverable notification. Any idea why I would be having so much trouble receiving from one domain?