The men apparently got into a dispute with a 38-year-old outside of a Mobile Mart on Bronxdale Avenue in the Van Nest section.
The incident happened last Saturday.
Surveillance video shows the men throwing the victim into the store and then running away.
The man was stabbed once in the back. He was taken to Jacobi Hospital where he remained in stable condition Friday night.
Anyone with information is asked to call Crime Stoppers at 1-800-577-TIPS (8477). You can also text tips to 274637 (CRIMES) then enter TIP577.