Kishan (10) and Priyanka (5) were killed when the wall near which they were playing collapsed in Chandayet village, police said.
Vikash (13), Sonam (13), Satish (8) and Neha (4) were seriously injured in the incident, they said.
Chandauli SDM Sujit Kumar visited the spot and assured the family members to provide the required assistance.