Wabel Abdallah, a 60-year-old Lebanese national, had been leading the IMF's office in the Afghan capital since 2008.
He was killed in the Friday attack on a popular Lebanese restaurant.
"This is tragic news, and we at the fund are all devastated," IMF Managing Director Christine Lagarde said in a statement.