Donghee Han
5 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
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Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Clinical
(1)
Keywords
contrastive learning
(1)
zero-shot learning
(1)
image generation
(1)
binary classification
(1)
hierarchical classification
(1)
collaborative filtering
(1)
medical imaging
(1)
question answering
(1)
feature embedding
(1)
semantic matching
(1)
error handling
(1)
multiple instance learning
(1)
multi-class classification
(1)
probabilistic filtering
(1)
language model
(1)
tabular data
(1)
cross-entropy loss
(1)
whole slide image
(1)
recommender system
(1)
query generation
(1)
Papers
Every Error has Its Magnitude: Asymmetric Mistake Severity Training for Multiclass Multiple Instance Learning
CVPR 2026
CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation
WACV 2025
Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data
COLING 2025
Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration
EMNLP 2025
ProbGate at EHRSQL 2024: Enhancing SQL Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling
NAACL 2024