Hi, I am Dongping Chen (陈东平).

At present, I am working with Professor Tianyi Zhou at UMD. Prior to this, I have the privilege of being a visiting student to University of Washington, where I work with Professors Ranjay Krishna and Senior PhD Jieyu Zhang. My academic journey has also been enriched by a collaboration with Lichao Sun at Lehigh University and Yao Wan, Pan Zhou at HUST. I am also leading an undergrad research lab with Professor Yao Wan, and very lucky to have the opportunity to work with my labmates.

My research interests are deeply rooted in the latest advancements in generative models, especially multimodal and LLM-based agents.

📝 Publications

  • indicates equal contribution. † indicates corresponding author. ‡ indicates project leaders.
ICLR 2025 Spotlight
sym

Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment [PDF] [Github] [Website]

Dongping Chen *, Ruoxi Chen *, Shu Pu *, Zhaoyi Liu *, Yanru Wu *, Caixi Chen *, Benlin Liu, Yue Huang, Yao Wan, Pan Zhou, Ranjay Krishna†

ICLR 2025
sym

GUI-World: A Dataset for GUI-oriented Multimodal LLM-based Agents [PDF] [Github] [Website]

Dongping Chen *, Yue Huang *, Siyuan Wu, Jingyu Tang, Liuyi Chen, Yilin Bai, Zhigang He, Chenlong Wang, Huichi Zhou, Yiqiang Li, Tianshuo Zhou, Yue Yu, Chujie Gao, Qihui Zhang, Yi Gui, Zhen Li, Yao Wan†, Pan Zhou†, Jianfeng Gao, Lichao Sun

NeurIPS 2024
sym

The Best of Both Worlds: Toward an Honest and Helpful Large Language Model [PDF] [Github] [Website]

Chujie Gao *, Siyuan Wu *, Yue Huang *, Dongping Chen *, Qihui Zhang *, Zhengyan Fu, Yao Wan†, Xiangliang Zhang, Lichao Sun

ICML 2024 Oral
sym

MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark [PDF] [Github] [Website]

Dongping Chen *, Ruoxi Chen *, Shilin Zhang *, Yinuo Liu *, Yaochen Wang *, Huichi Zhou *, Qihui Zhang *, Yao Wan†, Pan Zhou†, Lichao Sun

NAACL 2024 Findings
sym

LLM-as-a-Coauthor: The Challenges of Detecting LLM-Human Mixcase [PDF] [Github] [Website]

Qihui Zhang *, Chujie Gao *, Dongping Chen *, Yue Huang, Yixin Huang, Zhenyang Sun, Shilin Zhang, Weiye Li, Zhengyan Fu, Yao Wan, Lichao Sun†

📖 Educations

  • 2024.08 - 2024.12, Visiting Scholar, University of Washington.
  • 2021.09 - 2025.06 (expected), BEng., Huazhong University of Science and Technology.
Map Widget