YARD: Y-Architecture Register Decoding for Efficient Hallucination Mitigation in Large Vision-Language Models. - Ting Chen; Geng Li; Guohao Chen; Yu Hu; Guan Huang; Mai Chen; Langsheng Lei; Jun Du (CoRR, 2026)