Yinsong Liu
9 papers · 2020–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🗃️
Keyword Collector
(57)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Computer Vision
(5)
Core AI
(5)
Domain-Specific
(5)
Deep Learning
(4)
Computer Science
(3)
Natural Language Processing
(3)
Applications · Computer Science
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Applications · Natural Language Processing
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Analysis
(1)
Keywords
multimodal learning
(2)
contrastive learning
(2)
optical character recognition
(2)
multimodal large language model
(2)
document analysis
(2)
table structure recognition
(2)
visual document understanding
(2)
text spotting
(2)
document understanding
(1)
image processing
(1)
object detection
(1)
vector quantization
(1)
generative model
(1)
instruction tuning
(1)
autoregressive generation
(1)
heterogeneous graph
(1)
handwritten text recognition
(1)
document parsing
(1)
fine-grained feature
(1)
multimodal understanding
(1)
Papers
UVU: Improving Multimodal Understanding via Vision-Language Unified Autoregressive Paradigm
CVPR 2026
Enhancing Visual Document Understanding with Contrastive Learning in Large Visual-Language Models
CVPR 2024
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation
AAAI 2024
HRVDA: High-Resolution Visual Document Assistant
CVPR 2024
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration
ICCV 2023
GMN: Generative Multi-modal Network for Practical Document Information Extraction
NAACL 2022
Neural Collaborative Graph Machines for Table Structure Recognition
CVPR 2022
Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition
AAAI 2022
Accurate Structured-Text Spotting for Arithmetical Exercise Correction
AAAI 2020