A man has died after being stabbed to death at a house party in Melbourne's south-east in the early hours of the morning.

The 25-year-old Springvale man was found with critical injuries when emergency services arrived at the house in Noble Park around 1.10am.

Paramedics treated him but he died at the scene.

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A 30-year-old man of no fixed address and a 24-year-old man are speaking with Homicide Squad detectives, who are investigating the incident.

Police have been told a group was partying at the share house when a fight broke out.

The man was then stabbed in the chest.

Neighbours called Triple Zero after hearing screams.