Jinyoung Han
12 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (33) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π
Renaissance Researcher
(7)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(7)
Healthcare & Medicine
(6)
Clinical
(6)
Learning Types
(6)
Deep Learning
(4)
Computer Vision
(3)
Natural Language Processing
(3)
Architectures
(3)
Core Methods
(3)
Interdisciplinary
(2)
Speech & Audio
(2)
Application Areas
(2)
Domain-Specific
(2)
Keywords
multimodal learning
(3)
mental health
(3)
multi-task learning
(2)
acoustic feature
(2)
image segmentation
(2)
uncertainty quantification
(2)
graph neural network
(2)
large language model
(2)
suicide detection
(2)
text classification
(1)
cross-lingual embedding
(1)
speech processing
(1)
data annotation
(1)
ensemble learning
(1)
prompt engineering
(1)
social media analysis
(1)
domain generalization
(1)
video understanding
(1)
automatic speech recognition
(1)
vision-language alignment
(1)
Papers
LASOR: Towards Clinically Transparent and Explainable Ophthalmic Report Generation via Lesion-Aware Segmentation
WACV 2026
CAMEL: Confidence-Aware Multi-Task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation
WACV 2025
A Dual-Prompting for Interpretable Mental Health Language Models
EACL 2024
CURE: Context- and Uncertainty-Aware Mental Disorder Detection
EMNLP 2024
Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning
NAACL 2024
The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach
Interspeech 2024
Learning Co-Speech Gesture for Multimodal Aphasia Type Detection
EMNLP 2023
Detecting Suicidality with a Contextual Graph Neural Network
NAACL 2022
D-vlog: Multimodal Vlog Dataset for Depression Detection
AAAI 2022
Predicting Emotional Intensity in Political Debates via Non-verbal Signals
Interspeech 2022
Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention
EMNLP 2020
VCTUBE : A Library for Automatic Speech Data Annotation
Interspeech 2020