Two Stage Psychology-Guided Fine-Grained Editing and Sampling Approach for Mitigating Hallucination in Large Language Models. - Lei Chen; Xiaohua Wu; Zihan Xiong; Xuanshuo Kang (CogSci, 2025)

HIFICL: High-Fidelity In-Context Learning for Multimodal Tasks. - Xiaoyu Li; Yuhang Liu; Xuanshuo Kang; Zheng Luo; Fangqi Lou; Xiaohua Wu; Zihan Xiong (CoRR, 2026)