After the World War II, the park was redesigned in 1949 and renamed Pushkin Park by the decision of the Council of Ministers of the Armenian Soviet Socialist Republic, as part of the celebration of the 150th anniversary of the birth of the renowned Russian poet Alexander Pushkin.

Following a year of research, French designer architect Pierre Rambach presented the sketches of the new Lovers' Park project in 2006 and received the approval of the Yerevan City Council.

The park is also home to a small amphitheatre with a capacity of 215 seats and a stage surface of 100 m², named after Robert Boghossian.

In 2014, the presentation of the art installation “Obsidian Heart” by artist Jean-Michel Othonie took place in the park.

The Marshal Baghramyan metro station stands at the northwestern corner of the Lover's Park since 1981.