Police were called to a rooming house on the 4900 block of North 12th Street at 12:30 a.m.
Investigators said both men were taken to the hospital to be treated for their injuries.
According to officials, a 43-year-old man is in critical condition and a 33-year-old man is in serious condition following the incident.