The station is named after the nearby Kampung Haji Abdullah Hukum, an urban village located between the station and the Klang River.
Similar to the adjoining Bangsar station, Abdullah Hukum station is erected along Jalan Bangsar, further south, but is situated just over the Pantai Baharu exit of the New Pantai Expressway.