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, Xiangliang Zhang at University of Notre Dame and Yao Wan 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, LLM-based agents and frontier trustworthy problems.

I’m looking for summer intern opportunities in 2026 summer and feel free to reach out.

I’m interested in connecting with students for research collaboration, mentorship, or just making friends! I especially encourage junior student or students from underrepresented groups to reach out. Feel free to schedule a meeting via this link.

📝 Publications

* indicates equal contribution. ‡ indicates project leaders.

ICLR 2025 Spotlight
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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
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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
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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
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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
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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†

Preprint
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Are We on the Right Way for Assessing Document Retrieval-Augmented Generation? [PDF] [Github] [Website] [Dataset]

Wenxuan Shen *, Mingjia Wang *, Yaochen Wang, Dongping Chen‡, Junjie Yang, Yao Wan, Weiwei Lin†

Preprint
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code_transformed: The Influence of Large Language Models on Code [PDF] [Github]

Yuliang Xu *, Siming Huang *, Mingmeng Geng†, Yao Wan†, Xuanhua Shi, Dongping Chen

Tech Report
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Optimizing Length Compression in Large Reasoning Models [PDF] [Github]

Zhengxiang Cheng, Dongping Chen‡, Mingyang Fu, Tianyi Zhou†

Preprint
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Seeking and Updating with Live Visual Knowledge [PDF] [Github] [Dataset] [Website]

Mingyang Fu*, Yuyang Peng*, Dongping Chen‡, Zetong Zhou, Benlin Liu, Yao Wan†, Zhou Zhao, Philip S. Yu, Ranjay Krishna†

ACM MM 2025 Dataset Track
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MultiRef: Controllable Image Generation with Multiple Visual References [PDF] [Github] [Dataset] [Website]

Ruoxi Chen, Dongping Chen‡, Siyuan Wu, Sinan Wang, Shiyun Lang, Petr Sushko, Gaoyang Jiang, Yao Wan, Ranjay Krishna†

EMNLP 2025 Findings
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Wait, We Don’t Need to “Wait”! Removing Thinking Tokens Improves Reasoning Efficiency [PDF] (Code Coming Soon)

Chenlong Wang, Yuanning Feng, Dongping Chen‡, Zhaoyang Chu, Ranjay Krishna, Tianyi Zhou†

KDD 2025 Dataset and Benchmark Track
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Judge Anything: MLLM as a Judge Across Any Modality [PDF] [Webpage]

Shu Pu *, Yaochen Wang *, Dongping Chen‡, Yuhang Chen, Guohao Wang, Qi Qin, Zhongyi Zhang, Zhiyuan Zhang, Zetong Zhou, Shuang Gong, Yi Gui, Yao Wan†, Philip S. Yu

IC2S2 2025
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Wikipedia in the Era of LLMs: Evolution and Risks [PDF]

Siming Huang *, Yuliang Xu *, Mingmeng Geng†, Yao Wan†, Dongping Chen

ICML 2025
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CodeSync: Synchronizing Large Language Models with Dynamic Code Evolution at Scale [PDF] [Code]

Chenlong Wang, Zhaoyang Chu, Zhengxiang Cheng, Xuyi Yang, Kaiyue Qiu, Yao Wan, Zhou Zhao, Xuanhua Shi, Dongping Chen

ACL 2025
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nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow [PDF] [Code]

Geliang Ouyang, Jingyao Chen, Zhihe Nie, Yi Gui, Yao Wan†, Hongyu Zhang, Dongping Chen

ACL 2025 Findings
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The Impact of Large Language Models in Academia: from Writing to Speaking [PDF]

Mingmeng Geng†, Caixi Chen, Yanru Wu, Dongping Chen‡, Yao Wan, Pan Zhou

📖 Educations

  • 2025.08 - Current, CS PhD Student, University of Maryland.
  • 2024.08 - 2024.12, Visiting Scholar, University of Washington.
  • 2021.09 - 2025.06, BEng., Huazhong University of Science and Technology.
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