Yafei Wen
6 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
👥
Mega-Team · Squad
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Research topics
Keywords
multimodal large language model
(3)
mobile deployment
(2)
image restoration
(2)
attention mechanism
(1)
multimodal learning
(1)
document parsing
(1)
video understanding
(1)
instruction following
(1)
efficient inference
(1)
document analysis
(1)
convolutional neural network
(1)
parameter-efficient fine-tuning
(1)
real-time inference
(1)
vision encoder
(1)
parameter compression
(1)
visual document understanding
(1)
mobile inference
(1)
4-bit quantization
(1)
tool invocation
(1)
multi-agent system
(1)
Papers
VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning
CVPR 2026
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding
CVPR 2025
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices
CVPR 2025
GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices
ICCV 2025
DocReal: Robust Document Dewarping of Real-Life Images via Attention-Enhanced Control Point Prediction
WACV 2024
Real-Time Image Demoir$\acute{e}$ing on Mobile Devices
ICLR 2023