Yong Hyun Ahn
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
shapley value
(2)
uncertainty quantification
(1)
natural language generation
(1)
knowledge graph
(1)
out-of-distribution detection
(1)
vision-language model
(1)
uncertainty estimation
(1)
concept discovery
(1)
medical image
(1)
knowledge retrieval
(1)
post-hoc detection
(1)
neural network
(1)
thoracic pathology
(1)
neuron activation map
(1)
feature extraction
(1)
localized explanation
(1)
Papers
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies
AAAI 2025
Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain
MICCAI 2024
WWW: A Unified Framework for Explaining What Where and Why of Neural Networks by Interpretation of Neuron Concepts
CVPR 2024
LINe: Out-of-Distribution Detection by Leveraging Important Neurons
CVPR 2023