This phase II trial is studying the side effects and how well aflibercept works in treating patients with stage II or stage III multiple myeloma that has relapsed or not responded to previous treatment. Aflibercept may be able to carry cancer-killing substances directly to multiple myeloma cells. It may also stop the growth of multiple myeloma by blocking blood flow to the cancer.