It happened around 1:00 Sunday morning at PATCO's Ferry Avenue station.
Authorities say 20-year-old Ziaire Wallace was walking with his girlfriend when he was approached by two males.
The victim was stabbed at least one time in the stomach and taken to Cooper University Hospital in serious condition.
Wallace was able to identify the two suspects and police are using surveillance video to confirm their identities.