The goal of this clinical research study is to learn if the combination of lenalidomide and rituximab can help to control Chronic Lymphocytic Leukemia (CLL) or Small Lymphocytic Lymphoma (SLL) in patients who have already received therapy. The safety of this drug combination will also be studied.