@article{lisaalayerwiseintegrationandsuppressiona, title = {LISA: A Layer-wise Integration and Suppression Approach for Hallucination Mitigation in Multimodal Large Language Models}, author = {Zhihui Guo and Xin Man and Hui Xu and Jie Shao and Zhiguo Jiang and Xianchao Zhang and Heng Tao Shen}, year = {2025}, eprint = {2507.19110}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.19110}, }