He was recently allowed to stay in the house till Aug 3, after the public works department granted him extension due to his daughter's examination.
Kejriwal was the chief minister of Delhi for 49 days after the AAP won 28 seats in the assembly elections.
He is contesting from India's oldest city Varanasi against Bharatiya Janata Party's prime ministerial candidate Narendra Modi.