The Congress worker was identified as Kalu Yadav (38), police said.
Of the seven injured four are from Congress and the rest are from the BJP, police said, adding it has registered a complaint against both the groups.
Congress candidate Sachin Yadav condemned the attack on Congressmen by BJP workers and expressed deep sorrow over the death of Kalu Yadav.