Xu, Yuanyi, Xiangru Zhu, Sihang Jiang, Zhixu Li, Bei Yang, Xiaoxiao Xu, Yanghua Xiao, and Wei Wang. 2026. “Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training”. Proceedings of the AAAI Conference on Artificial Intelligence 40 (32):27377-85. https://doi.org/10.1609/aaai.v40i32.39955.