Shu Pu

I'm an undergraduate student at Huazhong University of Science and Technology(HUST) in WuHan. I am currently a research intern, supervised by Zhuang Liu . I'm interested in Physical Perception and Computer Graphics. Some particular directions like Diffusion-LLM, Unified-models and 3D AIGC are included.

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Research

I'm interested in Physical World Understanding and Generation, 3D vision and computer graphics.

Judge Anything: MLLM as a Judge Across Any Modality
🎉🎉🎉 Accepted by ACM KDD 25' DB Track Oral!
Shu Pu, Yaochen Wang, Dongping Chen, Zhiyuan Zhang*, Zetong Zhou*, Shuang Gong*, Yuhang Chen*, Qi Qin*, Zhongyi Zhang*, Guohao Wang*, Yi Gui, Yao Wan, Philip S. Yu
Arxiv, 2025
ArXiv / GitHub

A system analysis for utilizing MLLM as a judge across any modality and an Omni-Modality competitive arena.

ISGBench: Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment
🎉🎉🎉 Accepted by ICLR 25' Spotlight!
Dongping Chen*, Ruoxi Chen*, Shu Pu*, Zhaoyi Liu*, Yanru Wu*, Caixi Chen*, Benlin Liu, Yue Huang, Yao Wan, Pan Zhou, Ranjay Krishna
ICLR, 2025
pdf / arXiv / GitHub

A comprehensive evaluation framework for interleaved text-and-image generation.


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