Manju Singh was at his home in Salboni area when the attackers beat him up. Two of his female family members and a child who were there during the incident also got injured, police said.
All of them have been taken to a local hospital.
Local CPI(M) leaders have alleged that Trinamool leaders were behind the incident while the latter have dismissed the charges saying it is a result was an internal feud in the opposition party.