The man is described as heavy set, about 5-foot-7, with a medium brown complexion and a short to medium Afro. He is believed to be in his 20s or 30s, according to police.
Authorities are also seeking to identify the woman involved in the initial argument. She has dark skin with small braids on the top of her head and larger braids in the back, police said in a lookout. She is believed to be in her late 30s to early 40s, is about 5-foot-5 and is described as chubby.
Anyone with information is asked to come forward. Tipsters can remain anonymous, and be eligible for rewards of up to $2,000, by contacting Crime Stoppers Atlanta at 404-577-8477, texting information to 274637 or visiting the Crime Stoppers website.