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Ran He — most-cited papers & profile · Multimodal
← authors
·
overview
Ran He
69
papers ·
471
citations ·
63
h-index
University of Chinese Academy of Sciences
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
2024 · 11 citations
Video-Teller: Enhancing Cross-Modal Generation with Fusion and Decoupling
2023 · 1 citations
OmniVideo-100K: A Dataset for Audio-Visual Reasoning through Structured Scripts and Evidence Chains
2026
VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding
2026
Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
2026
MVPBench: A Multi-Video Perception Evaluation Benchmark for Multi-Modal Video Understanding
2026
VITA-VLA: Efficiently Teaching Vision-Language Models to Act via Action Expert Distillation
2025
Unlocking the Potential of Difficulty Prior in RL-based Multimodal Reasoning
2025
Marmot: Object-Level Self-Correction via Multi-Agent Reasoning
2025
Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy
2025
Top co-authors
Caifeng Shan
· 6
Chaoyou Fu
· 6
Huaibo Huang
· 4
Xing Sun
· 4
Yunhang Shen
· 4
Haoyu Cao
· 3
Yi-Fan Zhang
· 3
Haogeng Liu
· 2
Ke Li
· 2
Mengdan Zhang
· 2
Peixian Chen
· 2
Shaohui Lin
· 2
Topics
Benchmarks
Video-Language
Visual QA & Reasoning
Vision-Language Models
Audio-Visual
Embodied & Agents
Instruction Tuning