Guoyan Liang
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
(14)
Top co-authors
Research topics
Healthcare & Medicine
(3)
Machine Learning
(3)
Clinical
(3)
Computer Vision
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Analysis
(2)
Domain-Specific
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Keywords
radiology report generation
(2)
medical imaging
(2)
semantic segmentation
(2)
optimal transport
(1)
self-supervised learning
(1)
multimodal learning
(1)
medical image segmentation
(1)
missing modality
(1)
transformer decoder
(1)
mutual learning
(1)
segment anything model
(1)
cross-modal fusion
(1)
brain tumor segmentation
(1)
visual-text alignment
(1)
masked mutual learning
(1)
multimodal mri
(1)
self-supervised filtering
(1)
clinical faithfulness
(1)
evidence-aware reward
(1)
reinforcement learning
(1)
Papers
Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning
ACL 2026
Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation
ICCV 2025
Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities
AAAI 2025
Advancing Medical Image Segmentation via Self-supervised Instance-adaptive Prototype Learning
IJCAI 2024