Heung-Il Suk
6 papers · 2014–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (11) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π
Trend Setter
π
Conference Pioneer
Conferences
CVPR (2)
MICCAI (2)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
alzheimer disease diagnosis
(2)
alzheimer disease
(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)
neuroimaging classification
(1)
coupled feature representation
(1)
multi-modal data fusion
(1)
matrix-similarity loss
(1)
brain-visual alignment
(1)
Papers
HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment
AAAI 2026
ExpertDiff: Head-less Model Reprogramming with Diffusion Classifiers for Out-of-Distribution Generalization
IJCAI 2025
Diff-RRG: Longitudinal Disease-wise Patch Difference as Guidance for LLM-based Radiology Report Generation
MICCAI 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