Also signing on as sponsors were the Middle East subcommittee's chairman and ranking member, Reps. Gary Ackerman (D-New York) and Dan Burton (R-Indiana).
The report alleges Israel and Hamas committed war crimes in last winter's Gaza war.
The Obama administration has called the report flawed, but also says it raises allegations that deserve to be addressed by the parties to the conflict.
The administration is opposed to furthering the report in international committees but has stopped short of unequivocally blocking such consideration.
Meanwhile, Judge Richard Goldstone has turned down an invitation by the Israeli Press Council to speak at a journalism conference in Eilat, slated to be held in November, according to a statement issued on the council's Web site on Sunday.
In response to the invitation, Goldstone wrote in a letter to Press Council director-general Eric Bahar that he would not be able to attend the conference, due to a prior speaking engagement at New York's Fordham University law school, according to the statement.