Pengwei Liu
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
Top co-authors
Research topics
Computer Vision
(3)
Machine Learning
(3)
Deep Learning
(2)
Domain-Specific
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Vision
(1)
Applications · Computer Science
(1)
Architectures
(1)
Core AI
(1)
Keywords
transformer architecture
(1)
few-shot learning
(1)
image restoration
(1)
hierarchical learning
(1)
self-supervised learning
(1)
3d vision
(1)
medical image segmentation
(1)
hierarchical feature learning
(1)
document analysis
(1)
generalization
(1)
partial differential equation
(1)
operator learning
(1)
vision-language model
(1)
multimodal large language model
(1)
computational fluid dynamics
(1)
segment anything model
(1)
proxy model
(1)
cultural heritage
(1)
optical character recognition
(1)
graph neural network
(1)
Papers
MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems
ACL 2026
AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries
AAAI 2025
Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration
ACL 2025
SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images
ICCV 2025
Leveraging Text Localization for Scene Text Removal via Text-aware Masked Image Modeling
ECCV 2024
PAPM: A Physics-aware Proxy Model for Process Systems
ICML 2024