This phase II trial studies how well paclitaxel albumin-stabilized nanoparticle formulation maintenance therapy works after cisplatin-based chemotherapy and surgery in treating patients with high-risk bladder cancer. Maintenance therapy, such as paclitaxel albumin-stabilized nanoparticle formulation, can help keep cancer from coming back after it has disappeared following initial chemotherapy.