Hexin Dong
4 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Computer Vision
(3)
Machine Learning
(3)
Analysis
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Keywords
semantic segmentation
(3)
anomaly detection
(2)
metric learning
(1)
adversarial learning
(1)
few-shot learning
(1)
vision-language alignment
(1)
multi-label classification
(1)
unsupervised domain adaptation
(1)
medical image segmentation
(1)
medical image analysis
(1)
out-of-distribution detection
(1)
cross-attention mechanism
(1)
anomaly segmentation
(1)
open-world segmentation
(1)
report generation
(1)
mask transformer
(1)
object query
(1)
out-of-distribution localization
(1)
query distribution loss
(1)
object queries
(1)
Papers
A Disease-Aware Dual-Stage Framework for Chest X-ray Report Generation
AAAI 2026
Devil Is in the Queries: Advancing Mask Transformers for Real-World Medical Image Segmentation and Out-of-Distribution Localization
CVPR 2023
Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation
IJCAI 2022
DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training
AAAI 2021