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Caifeng Shan — most-cited papers & profile · Multimodal
← authors
·
overview
Caifeng Shan
21
papers ·
14
citations ·
0
h-index
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Most-cited papers
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
2024 · 11 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
Before Thinking, Learn to Decide: Proactive Routing for Efficient Visual Reasoning
2026
Detecting Clinical Hallucinations in LVLMs via Counterfactual Visual Grounding Uncertainty
2026
DeltaSpace: A Semantic-aligned Feature Space for Flexible Text-guided Image Editing
2023
Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
2026
VITA-VLA: Efficiently Teaching Vision-Language Models to Act via Action Expert Distillation
2025
Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy
2025
Top co-authors
Chaoyou Fu
· 6
Ran He
· 6
Xing Sun
· 4
Yunhang Shen
· 4
Haoyu Cao
· 3
Yi-Fan Zhang
· 3
Ke Li
· 2
Mengdan Zhang
· 2
Peixian Chen
· 2
Shaohui Lin
· 2
Xiawu Zheng
· 2
Bo Peng
· 1
Topics
Benchmarks
Vision-Language Models
Visual QA & Reasoning
Video-Language
Audio-Visual
Instruction Tuning
Image-Text Retrieval
Embodied & Agents