Weiliang Meng

MAIS, Institute of Automation, Chinese Academy of Science, Beijing, China

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Red-Teaming & Adversarial Robustness (1)

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Jiye Xie (1)Yifei Gao (1)Liangliang You (1)Xian-ming Xu (1)

Papers (1)

Oct 27, 2025

Oct 27, 2025·also College of Computer and Data Science, IA CAS, NUDT, QLU +5

Collaboration Wins More: Dual-Modal Collaborative Attention Reinforcement for Mitigating Large Vision Language Models Hallucination

By jointly reinforcing informative visual tokens and suppressing irrelevant ones, DuCAR significantly reduces hallucinations in LVLMs, outperforming prior single-modality focused approaches.

Jiye Xie, Yifei Gao, Liangliang You +12

Eval Frameworks & Benchmarks Multimodal Models Red-Teaming & Adversarial Robustness

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Weiliang Meng

Research focus

Frequent co-authors

Papers (1)