Overall, the data highlight KDM5D/AURKB axis in which KDM5D modulates AURKB expression generates platinum-tolerant persister cells, enhances cancer stemness potential, activates the diapause-like state, and alters platinum sensitivity in HNSCC. Here, AURKB is linked to head and neck squamous cell carcinoma.