Junhao Huang
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(3)
Computer Vision
(2)
Domain-Specific
(2)
Models
(2)
Machine Learning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Processing
(1)
Techniques
(1)
Keywords
image generation
(1)
model selection
(1)
variable selection
(1)
feature extraction
(1)
principal component analysis
(1)
feature selection
(1)
cross-modal learning
(1)
image synthesis
(1)
deep learning
(1)
remote sensing
(1)
probability distribution
(1)
sparse regression
(1)
sparse optimization
(1)
image inpainting
(1)
diffusion model
(1)
virtual try-on
(1)
lyric generation
(1)
best subset selection
(1)
symbolic music
(1)
image upsampling
(1)
Papers
SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition
ACL 2025
Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On
CVPR 2024
Probability-Based Global Cross-Modal Upsampling for Pansharpening
CVPR 2023
abess: A Fast Best-Subset Selection Library in Python and R
JMLR 2022