Heung-Il Suk
6 papers · 2014–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (11) π Conference Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Keywords
alzheimer disease
(2)
alzheimer disease diagnosis
(2)
feature selection
(1)
prompt learning
(1)
out-of-distribution generalization
(1)
group lasso
(1)
brain decoding
(1)
diffusion model
(1)
boosting algorithm
(1)
vision-language model
(1)
hyperbolic space
(1)
mild cognitive impairment
(1)
model reprogramming
(1)
feature interpolation
(1)
clinical score
(1)
multimodal data fusion
(1)
neuroimaging classification
(1)
coupled feature representation
(1)
matrix-similarity loss
(1)
brain-visual alignment
(1)
Papers
HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment
AAAI 2026
Diff-RRG: Longitudinal Disease-wise Patch Difference as Guidance for LLM-based Radiology Report Generation
MICCAI 2025
ExpertDiff: Head-less Model Reprogramming with Diffusion Classifiers for Out-of-Distribution Generalization
IJCAI 2025
BrainWaveNet: Wavelet-based Transformer for Autism Spectrum Disorder Diagnosis
MICCAI 2024
Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis
CVPR 2014
Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis
CVPR 2014