Ziyu Shen
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types
(1)
Keywords
information extraction
(2)
image segmentation
(1)
multi-task learning
(1)
domain generalization
(1)
object detection
(1)
preference alignment
(1)
model evaluation
(1)
document understanding
(1)
document parsing
(1)
policy learning
(1)
ai safety
(1)
model alignment
(1)
gaussian kernel
(1)
identifiability
(1)
regret
(1)
generative model
(1)
loss function
(1)
pre-trained model
(1)
long-term reward
(1)
text recognition
(1)
Papers
Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
EACL 2026
DocFusion: A Unified Framework for Document Parsing Tasks
ACL 2025
Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety
EMNLP 2025
Policy Learning for Balancing Short-Term and Long-Term Rewards
ICML 2024