A communication device of handling a channel status information (CSI) report for an unlicensed serving cell comprises a storage unit for storing instructions and a processing means coupled to the storage unit. The processing means is configured to execute the instructions stored in the storage unit. The instructions comprise determining an indication for indicating a validity of an unlicensed CSI (U-CSI) report; and transmitting the indication to a network.