"The Congress Vice President will return in the proximate future," party spokesman Abhishek Singhvi said in reply to queries on the issue.
Seeking to give a twist to the queries on when exactly Rahul will come back, he remarked "absence makes the heart go fonder."
Reports from Amethi, the constituency represented by the Congress leader, spoke of posters showing "Rahul Gandhi missing" surfacing at several public places including the railway station.
The posters, with the bearded picture of the Amethi MP, have requested Rahul to return soon.
The Congress has spent much of this month defending Rahul against barbs about his absence. The 44-year-old had asked for "leave of absence" to introspect, and has missed the first half of the budget session when his party campaigned against the government's land bill.