Wenhui Liao
3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (2)
CVPR (1)
Top co-authors
Keywords
document understanding
(2)
attention mechanism
(1)
multimodal learning
(1)
multi-modal learning
(1)
efficient computing
(1)
multi-modal large language model
(1)
multimodal large language model
(1)
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)
semantic entity recognition
(1)
multi-modal pre-trained model
(1)
computational redundancy
(1)
text-rich document understanding
(1)
multimodal document understanding
(1)
Papers
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs
ACL 2025
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding
CVPR 2025
PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents
ACL 2024