Yina Xie
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
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Mega-Team · Squad
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Research topics
Keywords
multimodal large language model
(2)
image restoration
(1)
attention mechanism
(1)
multimodal learning
(1)
document parsing
(1)
instruction following
(1)
efficient inference
(1)
document analysis
(1)
vision encoder
(1)
mobile deployment
(1)
parameter compression
(1)
visual document understanding
(1)
4-bit quantization
(1)
markup language generation
(1)
document dewarping
(1)
hardware-aware optimization
(1)
dynamic resolution
(1)
model quantization
(1)
control point prediction
(1)
Papers
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
DocReal: Robust Document Dewarping of Real-Life Images via Attention-Enhanced Control Point Prediction
WACV 2024