Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination. - Haojie Zheng; Tianyang Xu; Hanchi Sun; Shu Pu; Ruoxi Chen; Lichao Sun 001 (CoRR, 2024)

Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment. - Dongping Chen; Ruoxi Chen; Shu Pu; Zhaoyi Liu; Yanru Wu; Caixi Chen; Benlin Liu; Yue Huang 001; Yao Wan 001; Pan Zhou 001; Ranjay Krishna (CoRR, 2024)

Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment. - Dongping Chen; Ruoxi Chen; Shu Pu; Zhaoyi Liu; Yanru Wu; Caixi Chen; Benlin Liu; Yue Huang 001; Yao Wan 001; Pan Zhou 001; Ranjay Krishna (ICLR, 2025)

Judge Anything: MLLM as a Judge Across Any Modality. - Shu Pu; Yaochen Wang; Dongping Chen; Yuhang Chen; Guohao Wang; Qi Qin; Zhongyi Zhang; Zhiyuan Zhang; Zetong Zhou; Shuang Gong; Yi Gui; Yao Wan 001; et al. (CoRR, 2025)