BDetCLIP: Multimodal Prompting Contrastive Test-Time Backdoor Detection. - Yuwei Niu; Shuo He 001; Qi Wei 004; Feng Liu 003; Lei Feng 006 (CoRR, 2024)

ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models. - Junzhe Chen 001; Tianshu Zhang 002; Shiyu Huang 001; Yuwei Niu; Linfeng Zhang 001; Lijie Wen 001; Xuming Hu (CVPR, 2025)

LanP: Rethinking the Impact of Language Priors in Large Vision-Language Models. - Zongyu Wu 001; Yuwei Niu; Hongcheng Gao; Minhua Lin; Zhiwei Zhang; Zhifang Zhang; Qi Shi; Yilong Wang 001; Sike Fu; Junjie Xu; Junjie Ao; Enyan Dai; et al. (CoRR, 2025)

WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation. - Yuwei Niu; Munan Ning; Mengren Zheng; Bin Lin 014; Peng Jin 001; Jiaqi Liao; Kun-Peng Ning; Bin Zhu; Li Yuan 007 (CoRR, 2025)

LangBridge: Interpreting Image as a Combination of Language Embeddings. - Jiaqi Liao; Yuwei Niu; Fanqing Meng; Hao Li 069; Changyao Tian; Yinuo Du; Yuwen Xiong; Dianqi Li; Xizhou Zhu; Li Yuan; Jifeng Dai; Yu Cheng 001 (CoRR, 2025)

UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation. - Bin Lin 014; Zongjian Li; Xinhua Cheng; Yuwei Niu; Yang Ye; Xianyi He; Shenghai Yuan; Wangbo Yu; Shaodong Wang; Yunyang Ge; Yatian Pang; Li Yuan 007 (CoRR, 2025)

Look-Back: Implicit Visual Re-focusing in MLLM Reasoning. - Shuo Yang; Yuwei Niu; Yuyang Liu; Yang Ye; Bin Lin 014; Li Yuan 007 (CoRR, 2025)