Mitigating Hallucinations via Inter-Layer Consistency Aggregation in Large Vision-Language Models. - Kai Tang; Jinhao You; Xiuqi Ge; Hanze Li; Yichen Guo; Xiande Huang (CoRR, 2025)

STAR: Stage-Wise Attention-Guided Token Reduction for Efficient Large Vision-Language Models Inference. - Yichen Guo; Hanze Li; Zonghao Zhang; Jinhao You; Kai Tang; Xiande Huang (CoRR, 2025)

MAP: Mitigating Hallucinations in Large Vision-Language Models with Map-Level Attention Processing. - Chenxi Li; Yichen Guo; Benfang Qian; Jinhao You; Kai Tang; Yaosong Du; Zonghao Zhang; Xiande Huang (CoRR, 2025)