NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels. - Junfeng Fang; Nachuan Chen; Houcheng Jiang; Dan Zhang; Fei Shen; Xiang Wang 010; Xiangnan He 001; Tat-Seng Chua (CoRR, 2026)