Jia-Hong Huang
8 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI · Artificial Intelligence
(8)
Machine Learning
(5)
Deep Learning
(4)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Analysis
(1)
Applications
(1)
Clinical
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
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
Gradient Weight-normalized Low-rank Projection for Efficient LLM Training
AAAI 2025
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection
ACL 2025
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation
NAACL 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
A Novel Framework for Robustness Analysis of Visual QA Models
AAAI 2019
SILCO: Show a Few Images, Localize the Common Object
ICCV 2019