Chuwei Luo
9 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Natural Language Processing
(7)
Core AI
(7)
Applications
(5)
Computer Vision
(3)
Deep Learning
(3)
Machine Learning
(2)
Architectures
(2)
Domain-Specific
(2)
Resources & Methods
(2)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
document understanding
(4)
large language model
(3)
chain of thought
(2)
multimodal large language model
(2)
visual document understanding
(2)
chain-of-thought reasoning
(1)
relation extraction
(1)
vision transformer
(1)
visual reasoning
(1)
self-supervised learning
(1)
document layout analysis
(1)
instruction tuning
(1)
gradient optimization
(1)
multimodal learning
(1)
spatial understanding
(1)
positional encoding
(1)
cross-modality learning
(1)
graph convolutional network
(1)
named entity recognition
(1)
visual question answering
(1)
Papers
Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement
AAAI 2026
SIFThinker: Spatially-Aware Image Focus for Visual Reasoning
AAAI 2026
A Simple yet Effective Layout Token in Large Language Models for Document Understanding
CVPR 2025
Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding
EMNLP 2025
ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data
AAAI 2025
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding
CVPR 2024
GeoLayoutLM: Geometric Pre-Training for Visual Information Extraction
CVPR 2023
Vision Grid Transformer for Document Layout Analysis
ICCV 2023
Merge and Recognize: A Geometry and 2D Context Aware Graph Model for Named Entity Recognition from Visual Documents
COLING 2020