Wenhui Liao
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
(15)
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Natural Language Processing
(2)
Core AI · Artificial Intelligence
(2)
Learning Types
(2)
Models
(2)
Computer Science
(1)
Machine Learning
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Keywords
multimodal large language model
(2)
document understanding
(2)
multimodal learning
(2)
feed-forward network
(1)
inference acceleration
(1)
visual token
(1)
entity typing
(1)
optical character recognition
(1)
decoder-only architecture
(1)
large language model
(1)
visually-rich document
(1)
multimodal pretrained model
(1)
semantic entity recognition
(1)
computational redundancy
(1)
text-rich document understanding
(1)
multimodal document understanding
(1)
visual patch encoding
(1)
chain of thought annealing
(1)
visual token processing
(1)
few-shot learning
(1)
Papers
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding
CVPR 2025
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs
ACL 2025
PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents
ACL 2024