Jia-Hong Huang
8 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(24)
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Conference Pioneer
Conferences
WACV (3)
AAAI (2)
ACL (1)
ICCV (1)
NAACL (1)
Top co-authors
Keywords
medical report generation
(3)
parameter-efficient fine-tuning
(3)
model compression
(3)
retinal imaging
(2)
low-rank adaptation
(2)
medical imaging
(1)
interpretability
(1)
few-shot learning
(1)
image captioning
(1)
multimodal learning
(1)
object localization
(1)
model robustness
(1)
model adaptation
(1)
visual explanation
(1)
adversarial attack
(1)
weakly supervised learning
(1)
noise robustness
(1)
spectral method
(1)
deep neural network
(1)
gradient optimization
(1)
Papers
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation
NAACL 2025
Gradient Weight-normalized Low-rank Projection for Efficient LLM Training
AAAI 2025
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection
ACL 2025
Expert-Defined Keywords Improve Interpretability of Retinal Image Captioning
WACV 2023
Non-Local Attention Improves Description Generation for Retinal Images
WACV 2022
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation
WACV 2021
SILCO: Show a Few Images, Localize the Common Object
ICCV 2019
A Novel Framework for Robustness Analysis of Visual QA Models
AAAI 2019