Pei Fu
8 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(23)
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Computer Vision
(3)
Deep Learning
(3)
Machine Learning
(3)
Domain-Specific
(3)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Learning Types
(2)
Techniques
(2)
Interdisciplinary
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Vision
(1)
Keywords
multimodal large language model
(4)
document understanding
(3)
visual question answering
(2)
vision-language model
(2)
reinforcement learning
(2)
instruction tuning
(1)
supervised fine-tuning
(1)
multimodal representation
(1)
visual foundation model
(1)
visual-language alignment
(1)
mask generation
(1)
token-level prediction
(1)
visual language model
(1)
optical character recognition
(1)
iterative reasoning
(1)
group relative policy optimization
(1)
visual-text alignment
(1)
schema linking
(1)
text attribute
(1)
text recognition
(1)
Papers
AutoLink: Autonomous Schema Exploration and Expansion for Scalable Schema Linking in Text-to-SQL at Scale
AAAI 2026
Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA
ACL 2026
EMO-R3: Reflective Reinforcement Learning for Emotional Reasoning in Multimodal Large Language Models
CVPR 2026
A Token-level Text Image Foundation Model for Document Understanding
ICCV 2025
InstructOCR: Instruction Boosting Scene Text Spotting
AAAI 2025
Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding
CVPR 2025
Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review
ACL 2025
ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and Spotting
CVPR 2024