After asking 3 Lexus and one Toyota service advisers, I got tired of them lying that the DRL are not be turned off. So, I drove to the back to the mechanic station and ask the first guy I saw. He asked me to pop the hood and he unplugs a relay switch for the DRL. Finally, DRL are off!