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Home/Authors/Yafeng Yin

Yafeng Yin

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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0

Publications per year

1
26

Top categories

Vision×1NLP×1

Frequent co-authors

Xinxin Liu1×
Shiwei Gan1×
Xiao Liu1×
Lei Xie1×
Sanglu Lu1×

Research Timeline

2026
InfoMerge: Information-aware Token Compression for Efficient Video Large Language Models

InfoMerge is a novel, training-free method that significantly compresses visual tokens for Video-LLMs by estimating temporal redundancy and allocating tokens based on content richness, achieving high efficiency with minimal performance loss.

Highlighted terms show continued research focus across papers

Papers

cs.CVcs.CLRecentJun 1, 2026

InfoMerge: Information-aware Token Compression for Efficient Video Large Language Models

Xinxin Liu, Shiwei Gan, Xiao Liu, Yafeng Yin +2 more

InfoMerge is a novel, training-free method that significantly compresses visual tokens for Video-LLMs by estimating temporal redundancy and allocating tokens based on content richness, achieving high…

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