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Mingyu Ding — most-cited papers & profile · Multimodal
← authors
·
overview
Mingyu Ding
65
papers ·
248
citations ·
25
h-index
University of North Carolina at Chapel Hill
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought
2023 · 41 citations
UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling
2023 · 21 citations
Learning Action Priors for Cross-embodiment Robot Manipulation
2026
WatchAct: A Benchmark for Behavior-Grounded Robot Manipulation
2026
DIAL: Decoupling Intent and Action via Latent World Modeling for End-to-End VLA
2026
When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning
2026
When Vision Overrides Language: Evaluating and Mitigating Counterfactual Failures in VLAs
2026
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
2025
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
2024
Top co-authors
Huaxiu Yao
· 3
Jiaqi Liu
· 3
Dong Jing
· 2
Peng Xia
· 2
Siwei Han
· 2
Yiyang Zhou
· 2
Yue Yang
· 2
Yu Fang
· 2
Zhiwu Lu
· 2
Baiqi Li
· 1
Bin Wang
· 1
Ce Zhang
· 1
Topics
Vision-Language Models
Embodied & Agents
Video-Language
Benchmarks
Visual QA & Reasoning
Image-Text Retrieval
Instruction Tuning